Triple

T4337774
Position Surface form Disambiguated ID Type / Status
Subject Over and Over E97504 entity
Predicate writer P1360 FINISHED
Object James D. Hargrove
James D. Hargrove is a songwriter best known for his work on the song "Over and Over."
 E512311 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: James D. Hargrove | Statement: [Over and Over, writer, James D. Hargrove]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: James D. Hargrove
Context triple: [Over and Over, writer, James D. Hargrove]
  • A. Phillip A. Talbert
    Phillip A. Talbert is a federal prosecutor who serves as the United States Attorney for the Eastern District of California.
  • B. Thomas E. Ackerman
    Thomas E. Ackerman is an American cinematographer known for his work on popular films including the dark comedy-fantasy "Beetlejuice."
  • C. Gregory D. Gadson
    Gregory D. Gadson is a retired U.S. Army colonel and double amputee who became known to film audiences for his acting role in the science fiction war film "Battleship."
  • D. James L. Wilmeth
    James L. Wilmeth was an American government official who served as a senior federal financial administrator in the early 20th century.
  • E. Philip M. Landrum
    Philip M. Landrum was an American congressman from Georgia best known as a co-author of the Labor-Management Reporting and Disclosure Act of 1959 (the Landrum–Griffin Act), which regulated labor unions and their internal affairs.
  • 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: James D. Hargrove
Triple: [Over and Over, writer, James D. Hargrove]
Generated description
James D. Hargrove is a songwriter best known for his work on the song "Over and Over."
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: James D. Hargrove
Target entity description: James D. Hargrove is a songwriter best known for his work on the song "Over and Over."
  • A. Phillip A. Talbert
    Phillip A. Talbert is a federal prosecutor who serves as the United States Attorney for the Eastern District of California.
  • B. Thomas E. Ackerman
    Thomas E. Ackerman is an American cinematographer known for his work on popular films including the dark comedy-fantasy "Beetlejuice."
  • C. Gregory D. Gadson
    Gregory D. Gadson is a retired U.S. Army colonel and double amputee who became known to film audiences for his acting role in the science fiction war film "Battleship."
  • D. James L. Wilmeth
    James L. Wilmeth was an American government official who served as a senior federal financial administrator in the early 20th century.
  • E. Philip M. Landrum
    Philip M. Landrum was an American congressman from Georgia best known as a co-author of the Labor-Management Reporting and Disclosure Act of 1959 (the Landrum–Griffin Act), which regulated labor unions and their internal affairs.
  • 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_69b3454662a481908fbcd0bbfaa3a0a4 completed March 12, 2026, 10:59 p.m.
NER Named-entity recognition batch_69b3516c621881909f094d040d4805e9 completed March 12, 2026, 11:51 p.m.
NED1 Entity disambiguation (via context triple) batch_69bf185bce7c8190ad94ab3f848a0040 completed March 21, 2026, 10:14 p.m.
NEDg Description generation batch_69bf1a2478a481908aa08e08016e493b completed March 21, 2026, 10:22 p.m.
NED2 Entity disambiguation (via description) batch_69bf1a7f9c808190a067a2e983d77008 completed March 21, 2026, 10:23 p.m.
Created at: March 12, 2026, 11:14 p.m.