Triple

T12105130
Position Surface form Disambiguated ID Type / Status
Subject Schwartz E288281 entity
Predicate hasNotableBearer P458 FINISHED
Object A. R. Schwartz
A. R. Schwartz was an American politician who served for many years in the Texas Legislature, where he was known for his independent streak and advocacy on coastal and environmental issues.
E1048502 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: A. R. Schwartz | Statement: [Schwartz, hasNotableBearer, A. R. Schwartz]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: A. R. Schwartz
Context triple: [Schwartz, hasNotableBearer, A. R. Schwartz]
  • A. Douglas Schwartz
    Douglas Schwartz is a film producer known for his work on the inspirational biographical drama "Soul Surfer."
  • B. Robert Schwartz
    Robert Schwartz is known as the brother of famed American actor Tony Curtis.
  • C. Al Schwartz
    Al Schwartz is a screenwriter best known for his work on the 1982 comedy film "Lookin' to Get Out."
  • D. Alan Schwartz
    Alan Schwartz is an American investment banker best known for serving as the last chief executive officer of Bear Stearns during its 2008 collapse and sale to JPMorgan Chase.
  • E. Allan Schwartz
    Allan Schwartz is a notable individual distinguished enough in his field or public life to be specifically recognized as a bearer of the surname Schwartz.
  • 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: A. R. Schwartz
Triple: [Schwartz, hasNotableBearer, A. R. Schwartz]
Generated description
A. R. Schwartz was an American politician who served for many years in the Texas Legislature, where he was known for his independent streak and advocacy on coastal and environmental issues.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: A. R. Schwartz
Target entity description: A. R. Schwartz was an American politician who served for many years in the Texas Legislature, where he was known for his independent streak and advocacy on coastal and environmental issues.
  • A. Douglas Schwartz
    Douglas Schwartz is a film producer known for his work on the inspirational biographical drama "Soul Surfer."
  • B. Robert Schwartz
    Robert Schwartz is known as the brother of famed American actor Tony Curtis.
  • C. Al Schwartz
    Al Schwartz is a screenwriter best known for his work on the 1982 comedy film "Lookin' to Get Out."
  • D. Alan Schwartz
    Alan Schwartz is an American investment banker best known for serving as the last chief executive officer of Bear Stearns during its 2008 collapse and sale to JPMorgan Chase.
  • E. Allan Schwartz
    Allan Schwartz is a notable individual distinguished enough in his field or public life to be specifically recognized as a bearer of the surname Schwartz.
  • 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_69d6ab4a5c448190a110d1273314b21a completed April 8, 2026, 7:23 p.m.
NER Named-entity recognition batch_69d91561eaec819096ba00682d81f41a completed April 10, 2026, 3:21 p.m.
NED1 Entity disambiguation (via context triple) batch_69f76b9112948190a0dd747a67f8206a completed May 3, 2026, 3:36 p.m.
NEDg Description generation batch_69f7763fc23c819098d46ab0906b8764 completed May 3, 2026, 4:22 p.m.
NED2 Entity disambiguation (via description) batch_69f778f01700819099c3e9cbc84f29e4 completed May 3, 2026, 4:33 p.m.
Created at: April 8, 2026, 9:48 p.m.