Triple

T1219679
Position Surface form Disambiguated ID Type / Status
Subject Love Will Turn You Around E26189 entity
Predicate writer P1360 FINISHED
Object David Malloy
David Malloy is an American songwriter and record producer known for his work in country and pop music, including numerous hits for artists like Kenny Rogers and Eddie Rabbitt.
E217884 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: David Malloy | Statement: [Love Will Turn You Around, writer, David Malloy]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: David Malloy
Context triple: [Love Will Turn You Around, writer, David Malloy]
  • A. Douglas Kirk
    Douglas Kirk is an individual notable enough to be recognized as a prominent bearer of the surname Kirk.
  • B. C. J. Cregg
    C. J. Cregg is a fictional White House Press Secretary and later Chief of Staff on the political drama series "The West Wing," known for her sharp wit, integrity, and commanding presence in the briefing room.
  • 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. Gary Melius
    Gary Melius is an American real estate developer best known for owning and extensively restoring Oheka Castle, a historic Gold Coast mansion on Long Island.
  • E. Dan Frank
    Dan Frank was an influential American book editor known for shaping contemporary literary fiction and nonfiction during his long tenure at major publishing houses.
  • 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: David Malloy
Triple: [Love Will Turn You Around, writer, David Malloy]
Generated description
David Malloy is an American songwriter and record producer known for his work in country and pop music, including numerous hits for artists like Kenny Rogers and Eddie Rabbitt.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: David Malloy
Target entity description: David Malloy is an American songwriter and record producer known for his work in country and pop music, including numerous hits for artists like Kenny Rogers and Eddie Rabbitt.
  • A. Douglas Kirk
    Douglas Kirk is an individual notable enough to be recognized as a prominent bearer of the surname Kirk.
  • B. C. J. Cregg
    C. J. Cregg is a fictional White House Press Secretary and later Chief of Staff on the political drama series "The West Wing," known for her sharp wit, integrity, and commanding presence in the briefing room.
  • 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. Gary Melius
    Gary Melius is an American real estate developer best known for owning and extensively restoring Oheka Castle, a historic Gold Coast mansion on Long Island.
  • E. Dan Frank
    Dan Frank was an influential American book editor known for shaping contemporary literary fiction and nonfiction during his long tenure at major publishing houses.
  • 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_69a4948331fc8190b531ac9bec71c491 completed March 1, 2026, 7:33 p.m.
NER Named-entity recognition batch_69a4be1d55a08190a138b2411a7c4376 completed March 1, 2026, 10:30 p.m.
NED1 Entity disambiguation (via context triple) batch_69adfb8231ec81909d539f9bc2219619 completed March 8, 2026, 10:43 p.m.
NEDg Description generation batch_69adfbf98f508190a237a2067bf0574f completed March 8, 2026, 10:45 p.m.
NED2 Entity disambiguation (via description) batch_69adfc523d248190a1d748c7a9579d06 completed March 8, 2026, 10:46 p.m.
Created at: March 1, 2026, 7:46 p.m.