Triple

T21782810
Position Surface form Disambiguated ID Type / Status
Subject Cheo Hodari Coker E537755 entity
Predicate givenName P17 FINISHED
Object Cheo
Cheo is the given name of Cheo Hodari Coker, an American screenwriter, producer, and former journalist best known for creating the Marvel television series "Luke Cage."
 E1501512 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: Cheo | Statement: [Cheo Hodari Coker, givenName, Cheo]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Cheo
Context triple: [Cheo Hodari Coker, givenName, Cheo]
  • A. Chaleo
    Chaleo was a Thai entrepreneur best known as the co-founder of the Red Bull energy drink empire.
  • B. Chee
    Chee is a surname most notably associated with Alexander Chee, a Korean American novelist and essayist known for works like "Edinburgh" and "How to Write an Autobiographical Novel."
  • C. Chao
    Chao is a variant transliteration of the Chinese surname commonly rendered as Zhao in pinyin.
  • D. Chonchi
    Chonchi is a small historic coastal town on Chiloé Island in southern Chile, known for its traditional wooden architecture and UNESCO-listed church.
  • E. Keechie
    Keechie is a central character in the 1948 film noir "They Live by Night," known as the compassionate young woman who falls in love with a fugitive and dreams of escaping their criminal world.
  • 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: Cheo
Triple: [Cheo Hodari Coker, givenName, Cheo]
Generated description
Cheo is the given name of Cheo Hodari Coker, an American screenwriter, producer, and former journalist best known for creating the Marvel television series "Luke Cage."
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Cheo
Target entity description: Cheo is the given name of Cheo Hodari Coker, an American screenwriter, producer, and former journalist best known for creating the Marvel television series "Luke Cage."
  • A. Chaleo
    Chaleo was a Thai entrepreneur best known as the co-founder of the Red Bull energy drink empire.
  • B. Chee
    Chee is a surname most notably associated with Alexander Chee, a Korean American novelist and essayist known for works like "Edinburgh" and "How to Write an Autobiographical Novel."
  • C. Chao
    Chao is a variant transliteration of the Chinese surname commonly rendered as Zhao in pinyin.
  • D. Chonchi
    Chonchi is a small historic coastal town on Chiloé Island in southern Chile, known for its traditional wooden architecture and UNESCO-listed church.
  • E. Keechie
    Keechie is a central character in the 1948 film noir "They Live by Night," known as the compassionate young woman who falls in love with a fugitive and dreams of escaping their criminal world.
  • 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_69e0c47198f881908cb0d237266c10e9 completed April 16, 2026, 11:13 a.m.
NER Named-entity recognition batch_69f0462ed0ec81908833e18c164e8b5c completed April 28, 2026, 5:31 a.m.
NED1 Entity disambiguation (via context triple) batch_6a0a3683c6608190844dd85f20be8054 completed May 17, 2026, 9:43 p.m.
NEDg Description generation batch_6a0a373aca708190aae867f78c87b956 completed May 17, 2026, 9:46 p.m.
NED2 Entity disambiguation (via description) batch_6a0a37e0bed48190b0319d62eaff5d1e completed May 17, 2026, 9:49 p.m.
Created at: April 16, 2026, 6:52 p.m.