Triple

T12599759
Position Surface form Disambiguated ID Type / Status
Subject Steven Balbus E300825 entity
Predicate coDiscoveredWith P5336 FINISHED
Object John F. Hawley
John F. Hawley is an astrophysicist best known for his pioneering work on accretion disk theory and magnetorotational instability, which revolutionized understanding of how matter falls into compact astronomical objects.
 E1486165 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: John F. Hawley | Statement: [Steven Balbus, coDiscoveredWith, John F. Hawley]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: John F. Hawley
Context triple: [Steven Balbus, coDiscoveredWith, John F. Hawley]
  • A. Harry M. Wegeforth
    Harry M. Wegeforth was an American physician and civic leader best known for establishing and guiding the early development of the San Diego Zoo into a major zoological institution.
  • B. Lowell S. Hawley
    Lowell S. Hawley was an American screenwriter and television writer best known for his work with Walt Disney Productions, including scripting the 1960 film "Swiss Family Robinson."
  • C. Theodore R. Hartley
    Theodore R. Hartley is an American film producer, former actor, and investment banker who co-founded the production company RKO Pictures with his wife, actress and heiress Dina Merrill.
  • D. Joseph A. Howard
    Joseph A. Howard was the husband of American film actress Priscilla Lane.
  • E. James M. McHaney
    James M. McHaney was an American lawyer who served as a chief prosecutor in several post-World War II Nuremberg war crimes trials.
  • 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: John F. Hawley
Triple: [Steven Balbus, coDiscoveredWith, John F. Hawley]
Generated description
John F. Hawley is an astrophysicist best known for his pioneering work on accretion disk theory and magnetorotational instability, which revolutionized understanding of how matter falls into compact astronomical objects.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: John F. Hawley
Target entity description: John F. Hawley is an astrophysicist best known for his pioneering work on accretion disk theory and magnetorotational instability, which revolutionized understanding of how matter falls into compact astronomical objects.
  • A. Harry M. Wegeforth
    Harry M. Wegeforth was an American physician and civic leader best known for establishing and guiding the early development of the San Diego Zoo into a major zoological institution.
  • B. Lowell S. Hawley
    Lowell S. Hawley was an American screenwriter and television writer best known for his work with Walt Disney Productions, including scripting the 1960 film "Swiss Family Robinson."
  • C. Theodore R. Hartley
    Theodore R. Hartley is an American film producer, former actor, and investment banker who co-founded the production company RKO Pictures with his wife, actress and heiress Dina Merrill.
  • D. Joseph A. Howard
    Joseph A. Howard was the husband of American film actress Priscilla Lane.
  • E. James M. McHaney
    James M. McHaney was an American lawyer who served as a chief prosecutor in several post-World War II Nuremberg war crimes trials.
  • 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_69d7bdea2ca881908f379526c13b1145 completed April 9, 2026, 2:55 p.m.
NER Named-entity recognition batch_69d954d096d08190afa1f685bad68d35 completed April 10, 2026, 7:51 p.m.
NED1 Entity disambiguation (via context triple) batch_6a09cfd53dec81908d8a5bd0abcf05e2 completed May 17, 2026, 2:25 p.m.
NEDg Description generation batch_6a09d09f8ad481909ff0f4d996d99277 completed May 17, 2026, 2:28 p.m.
NED2 Entity disambiguation (via description) batch_6a09d18c77e481908a353d443d79b7ca completed May 17, 2026, 2:32 p.m.
Created at: April 9, 2026, 5:09 p.m.