Triple

T5018648
Position Surface form Disambiguated ID Type / Status
Subject Piper Chapman E112795 entity
Predicate relationship P637 FINISHED
Object Larry Bloom
Larry Bloom is a central character in the television series "Orange Is the New Black," known as Piper Chapman's fiancé whose relationship with her is tested by her time in prison.
E486658 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: Larry Bloom | Statement: [Piper Chapman, relationship, Larry Bloom]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Larry Bloom
Context triple: [Piper Chapman, relationship, Larry Bloom]
  • A. Larry Bloom
    Larry Bloom is a character in the film "Molly's Game," depicted as one of the high-stakes poker players involved in Molly Bloom's underground games.
  • B. Rich Silverstein
    Rich Silverstein is an influential American advertising executive and co-founder of the agency Goodby, Silverstein & Partners, known for iconic campaigns such as “Got Milk?”.
  • C. Roger McNamee
    Roger McNamee is an American investor, venture capitalist, and musician best known as a co-founder of the private equity firm Silver Lake Partners and an early investor in major technology companies.
  • D. Alex Karp
    Alex Karp is an American billionaire entrepreneur and co-founder CEO of Palantir Technologies, known for its data analytics software used by governments and large institutions.
  • E. David Sacks
    David Sacks is a technology entrepreneur and investor best known as the founding COO of PayPal, founder of Geni.com and Yammer, and a prominent figure in Silicon Valley venture capital.
  • 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: Larry Bloom
Triple: [Piper Chapman, relationship, Larry Bloom]
Generated description
Larry Bloom is a central character in the television series "Orange Is the New Black," known as Piper Chapman's fiancé whose relationship with her is tested by her time in prison.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Larry Bloom
Target entity description: Larry Bloom is a central character in the television series "Orange Is the New Black," known as Piper Chapman's fiancé whose relationship with her is tested by her time in prison.
  • A. Larry Bloom
    Larry Bloom is a character in the film "Molly's Game," depicted as one of the high-stakes poker players involved in Molly Bloom's underground games.
  • B. Rich Silverstein
    Rich Silverstein is an influential American advertising executive and co-founder of the agency Goodby, Silverstein & Partners, known for iconic campaigns such as “Got Milk?”.
  • C. Roger McNamee
    Roger McNamee is an American investor, venture capitalist, and musician best known as a co-founder of the private equity firm Silver Lake Partners and an early investor in major technology companies.
  • D. Alex Karp
    Alex Karp is an American billionaire entrepreneur and co-founder CEO of Palantir Technologies, known for its data analytics software used by governments and large institutions.
  • E. David Sacks
    David Sacks is a technology entrepreneur and investor best known as the founding COO of PayPal, founder of Geni.com and Yammer, and a prominent figure in Silicon Valley venture capital.
  • 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.