Triple

T9937742
Position Surface form Disambiguated ID Type / Status
Subject Hayward black hole model E193998 entity
Predicate hasAuthor P4244 FINISHED
Object Sean A. Hayward
Sean A. Hayward is a theoretical physicist known for his contributions to general relativity and black hole physics, particularly in developing dynamical and quasi-local descriptions of black holes.
 E848705 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: Sean A. Hayward | Statement: [Hayward black hole model, hasAuthor, Sean A. Hayward]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Sean A. Hayward
Context triple: [Hayward black hole model, hasAuthor, Sean A. Hayward]
  • A. Sean S. Cunningham
    Sean S. Cunningham is an American film director and producer best known for creating and directing the influential horror classic "Friday the 13th."
  • B. Christopher B. Duncan
    Christopher B. Duncan is an American actor best known for his comedic television roles, including portrayals of presidential and authority figures.
  • C. Michael V. Drake
    Michael V. Drake is an American academic leader and physician who has served as president of both The Ohio State University and the University of California system.
  • D. Brett M. Reed
    Brett M. Reed is a film editor best known for his work on the 2010 action movie "The Expendables."
  • E. Stephen M. Kellen
    Stephen M. Kellen was a prominent financier and philanthropist known for his leadership at Arnhold and S. Bleichroeder and his significant support of cultural and educational institutions.
  • 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: Sean A. Hayward
Triple: [Hayward black hole model, hasAuthor, Sean A. Hayward]
Generated description
Sean A. Hayward is a theoretical physicist known for his contributions to general relativity and black hole physics, particularly in developing dynamical and quasi-local descriptions of black holes.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Sean A. Hayward
Target entity description: Sean A. Hayward is a theoretical physicist known for his contributions to general relativity and black hole physics, particularly in developing dynamical and quasi-local descriptions of black holes.
  • A. Sean S. Cunningham
    Sean S. Cunningham is an American film director and producer best known for creating and directing the influential horror classic "Friday the 13th."
  • B. Christopher B. Duncan
    Christopher B. Duncan is an American actor best known for his comedic television roles, including portrayals of presidential and authority figures.
  • C. Michael V. Drake
    Michael V. Drake is an American academic leader and physician who has served as president of both The Ohio State University and the University of California system.
  • D. Brett M. Reed
    Brett M. Reed is a film editor best known for his work on the 2010 action movie "The Expendables."
  • E. Stephen M. Kellen
    Stephen M. Kellen was a prominent financier and philanthropist known for his leadership at Arnhold and S. Bleichroeder and his significant support of cultural and educational institutions.
  • 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_69ca82e409348190a393777356b80a2a completed March 30, 2026, 2:04 p.m.
NER Named-entity recognition batch_69cdb5e64760819094f599f158d32f33 completed April 2, 2026, 12:18 a.m.
NED1 Entity disambiguation (via context triple) batch_69d380d202d0819083f848a72ac58130 completed April 6, 2026, 9:45 a.m.
NEDg Description generation batch_69d381a622f481908e32b02c08df6e5b completed April 6, 2026, 9:49 a.m.
NED2 Entity disambiguation (via description) batch_69d394f1e7f481908123af847a4ce9b1 completed April 6, 2026, 11:11 a.m.
Created at: March 30, 2026, 8:44 p.m.