Triple

T8401373
Position Surface form Disambiguated ID Type / Status
Subject Amber Hagerman E198378 entity
Predicate hasFather P1908 FINISHED
Object Richard Hagerman
Richard Hagerman is known as the father of Amber Hagerman, the nine-year-old girl whose 1996 abduction and murder led to the creation of the AMBER Alert child abduction emergency system.
E740396 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: Richard Hagerman | Statement: [Amber Hagerman, hasFather, Richard Hagerman]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Richard Hagerman
Context triple: [Amber Hagerman, hasFather, Richard Hagerman]
  • A. George Tibbets
    George Tibbets is a person notable enough to be recognized as a bearer of the surname Tibbets, though specific widely known biographical details about him are not well documented.
  • B. H. O. "Hub" Easterwood
    H. O. "Hub" Easterwood was an aviator in whose honor Easterwood Airport in College Station, Texas, was named.
  • C. John Sheehan
    John Sheehan was an actor known for his roles in early 20th-century American films, including the silent-era production "The Secret Code."
  • D. Jack O’Brien
    Jack O’Brien is a Tony Award–winning American theatre director known for his work on major Broadway productions and revivals.
  • E. David Grant
    David Grant is the intelligence expert and reluctant hero who helps thwart a hijacking plot in the action-thriller film "Executive Decision."
  • 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: Richard Hagerman
Triple: [Amber Hagerman, hasFather, Richard Hagerman]
Generated description
Richard Hagerman is known as the father of Amber Hagerman, the nine-year-old girl whose 1996 abduction and murder led to the creation of the AMBER Alert child abduction emergency system.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Richard Hagerman
Target entity description: Richard Hagerman is known as the father of Amber Hagerman, the nine-year-old girl whose 1996 abduction and murder led to the creation of the AMBER Alert child abduction emergency system.
  • A. George Tibbets
    George Tibbets is a person notable enough to be recognized as a bearer of the surname Tibbets, though specific widely known biographical details about him are not well documented.
  • B. H. O. "Hub" Easterwood
    H. O. "Hub" Easterwood was an aviator in whose honor Easterwood Airport in College Station, Texas, was named.
  • C. John Sheehan
    John Sheehan was an actor known for his roles in early 20th-century American films, including the silent-era production "The Secret Code."
  • D. Jack O’Brien
    Jack O’Brien is a Tony Award–winning American theatre director known for his work on major Broadway productions and revivals.
  • E. David Grant
    David Grant is the intelligence expert and reluctant hero who helps thwart a hijacking plot in the action-thriller film "Executive Decision."
  • 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_69ca8310df9c8190b25f16161cca3e41 completed March 30, 2026, 2:05 p.m.
NER Named-entity recognition batch_69cb824da3148190bfa3a1abfdfa02de completed March 31, 2026, 8:14 a.m.
NED1 Entity disambiguation (via context triple) batch_69ce6cdb3b48819091c554539e74812a completed April 2, 2026, 1:19 p.m.
NEDg Description generation batch_69ce6e66c5e48190badcc5e075892006 completed April 2, 2026, 1:25 p.m.
NED2 Entity disambiguation (via description) batch_69ce6f0cc434819089e78d24dfee5361 completed April 2, 2026, 1:28 p.m.
Created at: March 30, 2026, 6:04 p.m.