Triple

T21515894
Position Surface form Disambiguated ID Type / Status
Subject Reggae Got Soul (album) E530839 entity
Predicate hasTrack P3284 FINISHED
Object True Love Is Hard to Find
"True Love Is Hard to Find" is a reggae song by Toots and the Maytals featured on their album *Reggae Got Soul*.
E1488902 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: True Love Is Hard to Find | Statement: [Reggae Got Soul (album), hasTrack, True Love Is Hard to Find]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: True Love Is Hard to Find
Context triple: [Reggae Got Soul (album), hasTrack, True Love Is Hard to Find]
  • A. A Good Man Is Hard to Find
    "A Good Man Is Hard to Find" is a classic short story by Flannery O’Connor that exemplifies Southern Gothic fiction through its dark humor, moral ambiguity, and violent exploration of grace and redemption in the American South.
  • B. “Good People Are Hard to Find”
    “Good People Are Hard to Find” is a song featured on the album *Rise*, known for its reflective lyrics and emotive, melodic rock sound.
  • C. Heroes Are Hard to Find
    "Heroes Are Hard to Find" is a 1974 studio album by British-American rock band Fleetwood Mac, marking their last release before the arrival of Stevie Nicks and Lindsey Buckingham.
  • D. Everything That Rises Must Converge
    Everything That Rises Must Converge is a posthumously published collection of short stories by American author Flannery O'Connor, noted for its darkly comic explorations of race, class, and morality in the American South.
  • E. Good Country People
    "Good Country People" is a darkly comic short story by Flannery O'Connor that explores themes of faith, identity, and deception through the encounter between a cynical, disabled intellectual and a seemingly simple Bible salesman.
  • 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: True Love Is Hard to Find
Triple: [Reggae Got Soul (album), hasTrack, True Love Is Hard to Find]
Generated description
"True Love Is Hard to Find" is a reggae song by Toots and the Maytals featured on their album *Reggae Got Soul*.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: True Love Is Hard to Find
Target entity description: "True Love Is Hard to Find" is a reggae song by Toots and the Maytals featured on their album *Reggae Got Soul*.
  • A. A Good Man Is Hard to Find
    "A Good Man Is Hard to Find" is a classic short story by Flannery O’Connor that exemplifies Southern Gothic fiction through its dark humor, moral ambiguity, and violent exploration of grace and redemption in the American South.
  • B. “Good People Are Hard to Find”
    “Good People Are Hard to Find” is a song featured on the album *Rise*, known for its reflective lyrics and emotive, melodic rock sound.
  • C. Heroes Are Hard to Find
    "Heroes Are Hard to Find" is a 1974 studio album by British-American rock band Fleetwood Mac, marking their last release before the arrival of Stevie Nicks and Lindsey Buckingham.
  • D. Everything That Rises Must Converge
    Everything That Rises Must Converge is a posthumously published collection of short stories by American author Flannery O'Connor, noted for its darkly comic explorations of race, class, and morality in the American South.
  • E. Good Country People
    "Good Country People" is a darkly comic short story by Flannery O'Connor that explores themes of faith, identity, and deception through the encounter between a cynical, disabled intellectual and a seemingly simple Bible salesman.
  • 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_69e0c45d95a081908e7962ad215da746 completed April 16, 2026, 11:13 a.m.
NER Named-entity recognition batch_69ee81416f288190a62f62ddd6895b24 completed April 26, 2026, 9:18 p.m.
NED1 Entity disambiguation (via context triple) batch_6a09e822da6081909eced309887f72a7 completed May 17, 2026, 4:09 p.m.
NEDg Description generation batch_6a09e8b42b3481908fd96c48eb42625f completed May 17, 2026, 4:11 p.m.
NED2 Entity disambiguation (via description) batch_6a09e92defe88190af0afcb3b97e95cf completed May 17, 2026, 4:13 p.m.
Created at: April 16, 2026, 6:25 p.m.