Triple

T15996909
Position Surface form Disambiguated ID Type / Status
Subject Philip B. Heymann E387991 entity
Predicate familyName P18 FINISHED
Object Heymann
Heymann is a surname most notably associated with Philip B. Heymann, an influential American legal scholar and former U.S. Deputy Attorney General.
 E1188361 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: Heymann | Statement: [Philip B. Heymann, familyName, Heymann]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Heymann
Context triple: [Philip B. Heymann, familyName, Heymann]
  • A. Heyman
    Heyman is a surname most prominently associated with British film producer David Heyman, known for producing the Harry Potter film series.
  • B. Youmans
    Youmans is a surname most notably associated with American Broadway composer Vincent Youmans, known for classic songs from the early 20th century.
  • C. Hammann
    Hammann is a German-origin surname borne by various notable individuals in fields such as aviation, music, and academia.
  • D. Hyman
    Hyman is a masculine given name most notably associated with Admiral Hyman G. Rickover, the influential U.S. Navy officer known as the “Father of the Nuclear Navy.”
  • E. Hyman
    Hyman is the birth surname of Joey Ramone, the iconic lead vocalist of the pioneering punk rock band the Ramones.
  • 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: Heymann
Triple: [Philip B. Heymann, familyName, Heymann]
Generated description
Heymann is a surname most notably associated with Philip B. Heymann, an influential American legal scholar and former U.S. Deputy Attorney General.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Heymann
Target entity description: Heymann is a surname most notably associated with Philip B. Heymann, an influential American legal scholar and former U.S. Deputy Attorney General.
  • A. Heyman
    Heyman is a surname most prominently associated with British film producer David Heyman, known for producing the Harry Potter film series.
  • B. Youmans
    Youmans is a surname most notably associated with American Broadway composer Vincent Youmans, known for classic songs from the early 20th century.
  • C. Hammann
    Hammann is a German-origin surname borne by various notable individuals in fields such as aviation, music, and academia.
  • D. Hyman
    Hyman is a masculine given name most notably associated with Admiral Hyman G. Rickover, the influential U.S. Navy officer known as the “Father of the Nuclear Navy.”
  • E. Hyman
    Hyman is the birth surname of Joey Ramone, the iconic lead vocalist of the pioneering punk rock band the Ramones.
  • 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_69d86daa562c81908aacc179c0fe8fb5 completed April 10, 2026, 3:25 a.m.
NER Named-entity recognition batch_69e157882ef0819081143e530bd6413c completed April 16, 2026, 9:41 p.m.
NED1 Entity disambiguation (via context triple) batch_69ffc3d79dec8190b02e003f93e5dad6 completed May 9, 2026, 11:31 p.m.
NEDg Description generation batch_69ffc50688ac8190b0911ce889254af3 completed May 9, 2026, 11:36 p.m.
NED2 Entity disambiguation (via description) batch_69ffc5902904819097a2c5efbde55882 completed May 9, 2026, 11:38 p.m.
Created at: April 10, 2026, 4:55 a.m.