Triple

T23502216
Position Surface form Disambiguated ID Type / Status
Subject Stewart C. Myers E571879 entity
Predicate coAuthor P398 FINISHED
Object Franklin Allen
Franklin Allen is a prominent finance scholar known for his influential research on financial markets, institutions, and corporate finance, and for coauthoring leading textbooks in the field.
E1588694 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: Franklin Allen | Statement: [Stewart C. Myers, coAuthor, Franklin Allen]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Franklin Allen
Context triple: [Stewart C. Myers, coAuthor, Franklin Allen]
  • A. Franklin Mott
    Franklin Mott is a vampire character from the television series "True Blood," known for his obsessive and abusive relationship with Tara Thornton.
  • B. Franklin Dow
    Franklin Dow is a cinematographer best known for his work on the acclaimed 2014 documentary film "Virunga."
  • C. Franklin Lett Jr.
    Franklin Lett Jr. is best known as the husband and longtime manager of singer and actress Della Reese.
  • D. Franklin Reinhardt
    Franklin Reinhardt is a central character in the psychological thriller miniseries "The Undoing," known for his complex role within the show's wealthy New York family drama.
  • E. Franklin Martin
    Franklin Martin was an American physician and medical leader best known for founding the American Cancer Society.
  • 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: Franklin Allen
Triple: [Stewart C. Myers, coAuthor, Franklin Allen]
Generated description
Franklin Allen is a prominent finance scholar known for his influential research on financial markets, institutions, and corporate finance, and for coauthoring leading textbooks in the field.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Franklin Allen
Target entity description: Franklin Allen is a prominent finance scholar known for his influential research on financial markets, institutions, and corporate finance, and for coauthoring leading textbooks in the field.
  • A. Franklin Mott
    Franklin Mott is a vampire character from the television series "True Blood," known for his obsessive and abusive relationship with Tara Thornton.
  • B. Franklin Dow
    Franklin Dow is a cinematographer best known for his work on the acclaimed 2014 documentary film "Virunga."
  • C. Franklin Lett Jr.
    Franklin Lett Jr. is best known as the husband and longtime manager of singer and actress Della Reese.
  • D. Franklin Reinhardt
    Franklin Reinhardt is a central character in the psychological thriller miniseries "The Undoing," known for his complex role within the show's wealthy New York family drama.
  • E. Franklin Martin
    Franklin Martin was an American physician and medical leader best known for founding the American Cancer Society.
  • 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_69e245b4829881909b77a70e942bbd54 completed April 17, 2026, 2:37 p.m.
NER Named-entity recognition batch_69f1a8fd65e08190ae94ad4f0638cc0e completed April 29, 2026, 6:45 a.m.
NED1 Entity disambiguation (via context triple) batch_6a0c8275e2bc8190a908d41a9824f2f8 completed May 19, 2026, 3:32 p.m.
NEDg Description generation batch_6a0ca6f229308190bf72b52fd44144d3 completed May 19, 2026, 6:07 p.m.
NED2 Entity disambiguation (via description) batch_6a0ca7e9e9988190ac3bedb9ecb8ce06 completed May 19, 2026, 6:11 p.m.
Created at: April 17, 2026, 6:06 p.m.