Triple

T5018662
Position Surface form Disambiguated ID Type / Status
Subject Piper Chapman E112795 entity
Predicate family P566 FINISHED
Object Bill Chapman (father)
Bill Chapman is the father of Piper Chapman, the central character in the television series "Orange Is the New Black."
E486660 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: Bill Chapman (father) | Statement: [Piper Chapman, family, Bill Chapman (father)]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Bill Chapman (father)
Context triple: [Piper Chapman, family, Bill Chapman (father)]
  • A. Kevin Chapman
    Kevin Chapman is an American actor known for his tough, blue-collar character roles in film and television, including prominent parts in series like "Person of Interest" and "City on a Hill."
  • B. Ernie Chambers
    Ernie Chambers is a longtime Nebraska state senator and civil rights activist known for his outspoken advocacy on social justice, racial equality, and government accountability.
  • C. Bobby McDermott
    Bobby McDermott was an American professional basketball guard widely regarded as one of the greatest players of the pre-NBA era, known for his prolific scoring and multiple championships in the 1930s and 1940s.
  • D. Bill Pankow
    Bill Pankow is an American film editor known for his work on numerous feature films, including crime and thriller dramas.
  • E. Ernie Mott
    Ernie Mott is the restless, working-class protagonist of the novel and film "None but the Lonely Heart," known for his struggle between personal freedom and family responsibility in wartime London.
  • 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: Bill Chapman (father)
Triple: [Piper Chapman, family, Bill Chapman (father)]
Generated description
Bill Chapman is the father of Piper Chapman, the central character in the television series "Orange Is the New Black."
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Bill Chapman (father)
Target entity description: Bill Chapman is the father of Piper Chapman, the central character in the television series "Orange Is the New Black."
  • A. Kevin Chapman
    Kevin Chapman is an American actor known for his tough, blue-collar character roles in film and television, including prominent parts in series like "Person of Interest" and "City on a Hill."
  • B. Ernie Chambers
    Ernie Chambers is a longtime Nebraska state senator and civil rights activist known for his outspoken advocacy on social justice, racial equality, and government accountability.
  • C. Bobby McDermott
    Bobby McDermott was an American professional basketball guard widely regarded as one of the greatest players of the pre-NBA era, known for his prolific scoring and multiple championships in the 1930s and 1940s.
  • D. Bill Pankow
    Bill Pankow is an American film editor known for his work on numerous feature films, including crime and thriller dramas.
  • E. Ernie Mott
    Ernie Mott is the restless, working-class protagonist of the novel and film "None but the Lonely Heart," known for his struggle between personal freedom and family responsibility in wartime London.
  • 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_69bd4435c2f48190be593158cbfcf8a3 completed March 20, 2026, 12:57 p.m.
NER Named-entity recognition batch_69bd73415e088190802f9bb283262386 completed March 20, 2026, 4:18 p.m.
NED1 Entity disambiguation (via context triple) batch_69be927bdfa481908a5face7b4fd7058 completed March 21, 2026, 12:43 p.m.
NEDg Description generation batch_69be93e00fc08190a0706dd7375020f5 completed March 21, 2026, 12:49 p.m.
NED2 Entity disambiguation (via description) batch_69be94a7e15481908f17feafb593b97b completed March 21, 2026, 12:52 p.m.
Created at: March 20, 2026, 1:35 p.m.