Triple

T3780468
Position Surface form Disambiguated ID Type / Status
Subject PayPal Mafia E85403 entity
Predicate hasMember P10 FINISHED
Object Jeremy Stoppelman
Jeremy Stoppelman is an American entrepreneur best known as the co-founder and longtime CEO of Yelp, a popular online review platform for local businesses.
E453313 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: Jeremy Stoppelman | Statement: [PayPal Mafia, hasMember, Jeremy Stoppelman]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Jeremy Stoppelman
Context triple: [PayPal Mafia, hasMember, Jeremy Stoppelman]
  • A. Justin Furstenfeld
    Justin Furstenfeld is an American singer, songwriter, and guitarist best known as the lead vocalist and primary lyricist of the rock band Blue October.
  • B. Josh Srebnick
    Josh Srebnick is a central character in the film "While We're Young," portrayed as a middle-aged documentary filmmaker grappling with ambition, authenticity, and aging in contrast to a younger creative couple.
  • C. Jeremy Adelman
    Jeremy Adelman is a composer best known for creating music for television, including the series "Hart of Dixie."
  • D. Scott Weinger
    Scott Weinger is an American actor and writer best known for voicing the title character in Disney's animated film "Aladdin" and for his role as Steve Hale on the television series "Full House."
  • E. Joshua Michael Stern
    Joshua Michael Stern is an American film director and screenwriter known for helming biographical and dramatic feature films.
  • 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: Jeremy Stoppelman
Triple: [PayPal Mafia, hasMember, Jeremy Stoppelman]
Generated description
Jeremy Stoppelman is an American entrepreneur best known as the co-founder and longtime CEO of Yelp, a popular online review platform for local businesses.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Jeremy Stoppelman
Target entity description: Jeremy Stoppelman is an American entrepreneur best known as the co-founder and longtime CEO of Yelp, a popular online review platform for local businesses.
  • A. Justin Furstenfeld
    Justin Furstenfeld is an American singer, songwriter, and guitarist best known as the lead vocalist and primary lyricist of the rock band Blue October.
  • B. Josh Srebnick
    Josh Srebnick is a central character in the film "While We're Young," portrayed as a middle-aged documentary filmmaker grappling with ambition, authenticity, and aging in contrast to a younger creative couple.
  • C. Jeremy Adelman
    Jeremy Adelman is a composer best known for creating music for television, including the series "Hart of Dixie."
  • D. Scott Weinger
    Scott Weinger is an American actor and writer best known for voicing the title character in Disney's animated film "Aladdin" and for his role as Steve Hale on the television series "Full House."
  • E. Joshua Michael Stern
    Joshua Michael Stern is an American film director and screenwriter known for helming biographical and dramatic feature films.
  • 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_69aed937fa8881908208ef3801060826 completed March 9, 2026, 2:29 p.m.
NER Named-entity recognition batch_69aee3d84d7881909828903896b3cb7f completed March 9, 2026, 3:14 p.m.
NED1 Entity disambiguation (via context triple) batch_69bdd34ff23481908bfd853f760cc153 completed March 20, 2026, 11:08 p.m.
NEDg Description generation batch_69bdd41328e08190990b65c1ea4801df completed March 20, 2026, 11:11 p.m.
NED2 Entity disambiguation (via description) batch_69bdd469dfbc81909f9e309d58352e90 completed March 20, 2026, 11:12 p.m.
Created at: March 9, 2026, 3:12 p.m.