Triple

T15469870
Position Surface form Disambiguated ID Type / Status
Subject Coffee Town E372130 entity
Predicate director P255 FINISHED
Object Brad Copeland
Brad Copeland is an American television writer, producer, and film director known for his work on shows like "Arrested Development" and "My Name Is Earl."
E1158713 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: Brad Copeland | Statement: [Coffee Town, director, Brad Copeland]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Brad Copeland
Context triple: [Coffee Town, director, Brad Copeland]
  • A. Kevin Copeland
    Kevin Copeland is one of the undercover FBI agent brothers in the comedy film "White Chicks," known for disguising themselves as wealthy white socialites.
  • B. Bill Copeland
    Bill Copeland was a Canadian municipal politician best known for his long tenure as mayor of Burnaby, British Columbia, during which he oversaw significant urban development and community growth.
  • C. Al Copeland
    Al Copeland was an American restaurateur and entrepreneur best known as the flamboyant founder of the Popeyes fried chicken restaurant chain.
  • D. Phil Housley
    Phil Housley is an American former professional ice hockey defenseman renowned as one of the highest-scoring blueliners in NHL history and later a coach at the league level.
  • E. Joe Coppock
    Joe Coppock is the young, solitary boy protagonist of Alan Garner’s novel "Treacle Walker," whose encounters with the mysterious Treacle Walker blur the boundaries between reality, myth, and time.
  • 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: Brad Copeland
Triple: [Coffee Town, director, Brad Copeland]
Generated description
Brad Copeland is an American television writer, producer, and film director known for his work on shows like "Arrested Development" and "My Name Is Earl."
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Brad Copeland
Target entity description: Brad Copeland is an American television writer, producer, and film director known for his work on shows like "Arrested Development" and "My Name Is Earl."
  • A. Kevin Copeland
    Kevin Copeland is one of the undercover FBI agent brothers in the comedy film "White Chicks," known for disguising themselves as wealthy white socialites.
  • B. Bill Copeland
    Bill Copeland was a Canadian municipal politician best known for his long tenure as mayor of Burnaby, British Columbia, during which he oversaw significant urban development and community growth.
  • C. Al Copeland
    Al Copeland was an American restaurateur and entrepreneur best known as the flamboyant founder of the Popeyes fried chicken restaurant chain.
  • D. Phil Housley
    Phil Housley is an American former professional ice hockey defenseman renowned as one of the highest-scoring blueliners in NHL history and later a coach at the league level.
  • E. Joe Coppock
    Joe Coppock is the young, solitary boy protagonist of Alan Garner’s novel "Treacle Walker," whose encounters with the mysterious Treacle Walker blur the boundaries between reality, myth, and time.
  • 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_69d85cc8bd308190886949510b42e764 completed April 10, 2026, 2:13 a.m.
NER Named-entity recognition batch_69e03f6b49788190b270fdfe92646842 completed April 16, 2026, 1:46 a.m.
NED1 Entity disambiguation (via context triple) batch_69ff2d03845c8190bc8cb96827a5da39 completed May 9, 2026, 12:48 p.m.
NEDg Description generation batch_69ff2e2fb3e48190b2274d54586b1f00 completed May 9, 2026, 12:53 p.m.
NED2 Entity disambiguation (via description) batch_69ff2ec231dc8190b82333e3e54ced20 completed May 9, 2026, 12:55 p.m.
Created at: April 10, 2026, 3:33 a.m.