Triple

T11499003
Position Surface form Disambiguated ID Type / Status
Subject Lakeith Stanfield E272614 entity
Predicate portrayedCharacter P1668 FINISHED
Object Demany
Demany is a fast-talking, street-connected middleman character from the film "Uncut Gems," known for linking high-profile clients to the protagonist's jewelry business.
 E929285 NE FINISHED

How this triple was built (4 steps)

Every LLM step that produced this triple, in pipeline order — named-entity classification, the disambiguation choices (the exact options shown, with the pick highlighted), and the generated description. The batch + timestamp of each is in the Provenance table below.

NER Named-entity recognition gpt-5-mini
Instruction
Given a phrase, classify it is english named entity (e.g., persons, organizations, works of art) in Latin script, or not (e.g., literals, dates, URLs, verbose phrases). For disambiguation, the statement where the phrase occurs as object is also given. Please return a JSON object with `phrase` (string, the phrase being analyzed) and `is_ne` (boolean, indicating whether the phrase is a Named Entity).
Input
Phrase: Demany | Statement: [Lakeith Stanfield, portrayedCharacter, Demany]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Demany
Context triple: [Lakeith Stanfield, portrayedCharacter, Demany]
  • A. Demai
    Demai is a tractate of the Mishnah in Seder Zeraim that deals with agricultural produce of uncertain tithing status and the related laws of separating tithes.
  • B. Derr
    Derr is an ancient Egyptian site in Lower Nubia known for its rock-cut temple built by Pharaoh Ramesses II.
  • C. Valleiry
    Valleiry is a small French commune in the Haute-Savoie department of the Auvergne-Rhône-Alpes region in southeastern France, near the Swiss border.
  • D. Damsay
    Damsay is a small uninhabited island in the Orkney archipelago of Scotland, known for its low-lying terrain and archaeological remains.
  • E. Adré
    Adré is a town in eastern Chad near the Sudanese border that serves as an important local commercial and administrative center in the Ouaddaï region.
  • F. None of above. chosen
  • G. Unsure - the case is ambiguous/there is not enough information to decide.
NEDg Description generation gpt-5.1
Instruction
Generate a one-sentence description of the target entity. 
You are given a context triple in the form (subject, predicate, object), where the object is the target entity. 
# Instructions
Use the triple to infer relevant information about the entity. Describe the entity based on what is most defining, well-known. 
Avoid repeating the information from the triple, unless really essential.
# Response Format
Return only the sentence: "Description: [one-sentence description of the target entity]"
Input
Entity: Demany
Triple: [Lakeith Stanfield, portrayedCharacter, Demany]
Generated description
Demany is a fast-talking, street-connected middleman character from the film "Uncut Gems," known for linking high-profile clients to the protagonist's jewelry business.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Demany
Target entity description: Demany is a fast-talking, street-connected middleman character from the film "Uncut Gems," known for linking high-profile clients to the protagonist's jewelry business.
  • A. Demai
    Demai is a tractate of the Mishnah in Seder Zeraim that deals with agricultural produce of uncertain tithing status and the related laws of separating tithes.
  • B. Derr
    Derr is an ancient Egyptian site in Lower Nubia known for its rock-cut temple built by Pharaoh Ramesses II.
  • C. Valleiry
    Valleiry is a small French commune in the Haute-Savoie department of the Auvergne-Rhône-Alpes region in southeastern France, near the Swiss border.
  • D. Damsay
    Damsay is a small uninhabited island in the Orkney archipelago of Scotland, known for its low-lying terrain and archaeological remains.
  • E. Adré
    Adré is a town in eastern Chad near the Sudanese border that serves as an important local commercial and administrative center in the Ouaddaï region.
  • F. None of above. chosen

Provenance (5 batches)

The batch behind each pipeline step, in order, with when it ran. Timestamps are batch-level — stages were processed in waves, so the object chain (NER → NED1 → NEDg → NED2) reads in order, but predicate / elicitation batches can sit in a different wave.

Step Stage Batch ID Status When
creating Elicitation batch_69d6aae1b09881909ce2ded3fa0c14fa completed April 8, 2026, 7:22 p.m.
NER Named-entity recognition batch_69d85de27db081909ccdb4ab0ef75bdb completed April 10, 2026, 2:18 a.m.
NED1 Entity disambiguation (via context triple) batch_69e604aa9e3c8190ad86e4d05a67c8ac completed April 20, 2026, 10:49 a.m.
NEDg Description generation batch_69e610a82c308190927158dbd566b0d4 completed April 20, 2026, 11:40 a.m.
NED2 Entity disambiguation (via description) batch_69e61853a3b48190b0d132761e9be69c completed April 20, 2026, 12:13 p.m.
Created at: April 8, 2026, 9:36 p.m.