Demo -- read-only snapshot of the live system as of 2026-07-16T01:45:31Z; no live data, paper units only.
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descriptive only

These are historical per-period rates and splits for Bilal Coulibaly, not a prediction and not an edge claim. descriptive_only: true.

as of 2026-04-12
Bilal CoulibalyNBA players -- player_id 1641731as of 2026-04-12
seasons played
3
career games
172
career minutes
4986.5
career pts / 36
13.2
career reb / 36
5.5
career ast / 36
3.2
career fg %
42.4
career fg3 %
31.2
career ft %
73.6
sample floor -- career_min_minutes>=800 (yields 482/807 players)download card PNG -> docs/img/atlas/nba/bilal_coulibaly.png

sample floor

as of 2026-04-12

An entity earns a descriptive card only after clearing a minimum-sample floor, so rates are not read off tiny samples. The floor for this pack is career_min_minutes>=800 (yields 482/807 players). Entities below the floor are deliberately left off -- we do not print rates we cannot stand behind.

related descriptive artifacts

Consistency profile
Game-to-game variance of the per-36 rates
On / off net rating
Team net rating with the player on vs off the floor
Matchup grid
Head-to-head descriptive splits by opponent
Built by Neel Shah. Every figure on this card traces to a committed JSON under webapp/public/data/showcase/. Descriptive only: no prediction, ROI, or edge is claimed. Truth source: docs/JOB_EVIDENCE_PACKET.md.