Triple

T20811322
Position Surface form Disambiguated ID Type / Status
Subject James D. Hargrove E512311 entity
Predicate notableWork P4 FINISHED
Object Over and Over
Over and Over is a notable work by James D. Hargrove, recognized as one of his key creative contributions.
 E1451768 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: Over and Over | Statement: [James D. Hargrove, notableWork, Over and Over]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Over and Over
Context triple: [James D. Hargrove, notableWork, Over and Over]
  • A. Over and Over
    "Over and Over" is a 2004 country-rap crossover single by American rapper Nelly featuring Tim McGraw that became a major international hit.
  • B. Over and Over
    "Over and Over" is a lengthy, guitar-driven rock song by Neil Young & Crazy Horse, known for its extended jams and feedback-laden sound on the 1990 album Ragged Glory.
  • C. Over and Over
    "Over and Over" is a song featured on the album "Blush."
  • D. Over and Over
    "Over and Over" is a 1965 pop-rock hit single by the Dave Clark Five, known for its catchy chorus and success during the British Invasion era.
  • E. Over and Over
    "Over and Over" is a critically acclaimed electronic pop song by the British band Hot Chip, known for its catchy repetition and danceable, synth-driven sound.
  • 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: Over and Over
Triple: [James D. Hargrove, notableWork, Over and Over]
Generated description
Over and Over is a notable work by James D. Hargrove, recognized as one of his key creative contributions.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Over and Over
Target entity description: Over and Over is a notable work by James D. Hargrove, recognized as one of his key creative contributions.
  • A. Over and Over
    "Over and Over" is a 2004 country-rap crossover single by American rapper Nelly featuring Tim McGraw that became a major international hit.
  • B. Over and Over
    "Over and Over" is a lengthy, guitar-driven rock song by Neil Young & Crazy Horse, known for its extended jams and feedback-laden sound on the 1990 album Ragged Glory.
  • C. Over and Over
    "Over and Over" is a 1965 pop-rock hit single by the Dave Clark Five, known for its catchy chorus and success during the British Invasion era.
  • D. Over and Over
    "Over and Over" is a critically acclaimed electronic pop song by the British band Hot Chip, known for its catchy repetition and danceable, synth-driven sound.
  • E. Over and Over
    "Over and Over" is a song featured on the album "Blush."
  • 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_69e0b4cd25088190b48ca9700cd24efc completed April 16, 2026, 10:07 a.m.
NER Named-entity recognition batch_69e6c2d338ac819096d4a33de831609e completed April 21, 2026, 12:20 a.m.
NED1 Entity disambiguation (via context triple) batch_6a08f8cb61388190922a898ee4c44d2e completed May 16, 2026, 11:07 p.m.
NEDg Description generation batch_6a08f9deb9248190af178b5c28728e00 completed May 16, 2026, 11:12 p.m.
NED2 Entity disambiguation (via description) batch_6a08fa80202c8190929f8f1b47d6fae4 completed May 16, 2026, 11:15 p.m.
Created at: April 16, 2026, 12:40 p.m.