Triple

T14580116
Position Surface form Disambiguated ID Type / Status
Subject Ashbrook High School E342169 entity
Predicate hasNotableAlumnus P51 FINISHED
Object Jeff Hammond
Jeff Hammond is an American former NASCAR crew chief and current racing commentator known for his work with driver Darrell Waltrip and his television analysis of stock car racing.
E1107769 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: Jeff Hammond | Statement: [Ashbrook High School, hasNotableAlumnus, Jeff Hammond]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Jeff Hammond
Context triple: [Ashbrook High School, hasNotableAlumnus, Jeff Hammond]
  • A. Mark Hammond
    Mark Hammond is a composer and music producer known for creating music for Disney theme park entertainment, including the Festival of Fantasy Parade.
  • B. Jim Bell
    Jim Bell is a planetary scientist and author best known for his leadership in Mars rover imaging projects and his role as a prominent space exploration advocate.
  • C. Jim Bell
    Jim Bell is the eccentric, socially awkward neighbor in the British sitcom "Friday Night Dinner," known for his bizarre behavior and obsession with the Goodman family.
  • D. Andy Hamill
    Andy Hamill is an individual notable primarily for sharing the surname "Hamill" with others of that name, though specific widely recognized biographical or professional details about him are not well established.
  • E. Ian J. Turpin
    Ian J. Turpin is a Scottish-born businessman and financial executive best known as the husband of Luci Baines Johnson, daughter of former U.S. President Lyndon B. Johnson.
  • 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: Jeff Hammond
Triple: [Ashbrook High School, hasNotableAlumnus, Jeff Hammond]
Generated description
Jeff Hammond is an American former NASCAR crew chief and current racing commentator known for his work with driver Darrell Waltrip and his television analysis of stock car racing.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Jeff Hammond
Target entity description: Jeff Hammond is an American former NASCAR crew chief and current racing commentator known for his work with driver Darrell Waltrip and his television analysis of stock car racing.
  • A. Mark Hammond
    Mark Hammond is a composer and music producer known for creating music for Disney theme park entertainment, including the Festival of Fantasy Parade.
  • B. Jim Bell
    Jim Bell is a planetary scientist and author best known for his leadership in Mars rover imaging projects and his role as a prominent space exploration advocate.
  • C. Jim Bell
    Jim Bell is the eccentric, socially awkward neighbor in the British sitcom "Friday Night Dinner," known for his bizarre behavior and obsession with the Goodman family.
  • D. Andy Hamill
    Andy Hamill is an individual notable primarily for sharing the surname "Hamill" with others of that name, though specific widely recognized biographical or professional details about him are not well established.
  • E. Ian J. Turpin
    Ian J. Turpin is a Scottish-born businessman and financial executive best known as the husband of Luci Baines Johnson, daughter of former U.S. President Lyndon B. Johnson.
  • 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_69d822ddc0f081909cd8163c7de298cd completed April 9, 2026, 10:06 p.m.
NER Named-entity recognition batch_69deb3f6f78c81908a30ecb4c025299d completed April 14, 2026, 9:39 p.m.
NED1 Entity disambiguation (via context triple) batch_69fd94b832b08190965b727baa700403 completed May 8, 2026, 7:46 a.m.
NEDg Description generation batch_69fd959751d48190890dcce97f50ff07 completed May 8, 2026, 7:49 a.m.
NED2 Entity disambiguation (via description) batch_69fd966727088190a151f4790b434354 completed May 8, 2026, 7:53 a.m.
Created at: April 10, 2026, 1:24 a.m.