Triple

T9904716
Position Surface form Disambiguated ID Type / Status
Subject Clinton Sparks E184974 entity
Predicate notableWork P4 FINISHED
Object “Ambiguous”
“Ambiguous” is a song by American DJ and producer Clinton Sparks, known within his body of work in the hip hop and dance music scene.
 E827283 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: “Ambiguous” | Statement: [Clinton Sparks, notableWork, “Ambiguous”]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: “Ambiguous”
Context triple: [Clinton Sparks, notableWork, “Ambiguous”]
  • A. “Ambiguous” (song)
    “Ambiguous” is a song by musician Henry Hall, known for his offbeat, introspective indie-pop style.
  • B. Something Vague
    "Something Vague" is a song by Bright Eyes from their emotionally intense indie folk album "Fevers and Mirrors."
  • C. Seems Uncertain
    "Seems Uncertain" is a song by the band Evolver.
  • D. ambiguous horizons
    Ambiguous horizons are a recurring surreal visual motif in Yves Tanguy’s paintings, characterized by indistinct, dreamlike boundary lines between land and sky that create a sense of infinite, otherworldly space.
  • E. Misunderstood
    "Misunderstood" is a reflective hip-hop track by Common that explores themes of alienation, judgment, and inner struggle.
  • 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: “Ambiguous”
Triple: [Clinton Sparks, notableWork, “Ambiguous”]
Generated description
“Ambiguous” is a song by American DJ and producer Clinton Sparks, known within his body of work in the hip hop and dance music scene.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: “Ambiguous”
Target entity description: “Ambiguous” is a song by American DJ and producer Clinton Sparks, known within his body of work in the hip hop and dance music scene.
  • A. “Ambiguous” (song)
    “Ambiguous” is a song by musician Henry Hall, known for his offbeat, introspective indie-pop style.
  • B. Something Vague
    "Something Vague" is a song by Bright Eyes from their emotionally intense indie folk album "Fevers and Mirrors."
  • C. Seems Uncertain
    "Seems Uncertain" is a song by the band Evolver.
  • D. ambiguous horizons
    Ambiguous horizons are a recurring surreal visual motif in Yves Tanguy’s paintings, characterized by indistinct, dreamlike boundary lines between land and sky that create a sense of infinite, otherworldly space.
  • E. Misunderstood
    "Misunderstood" is a reflective hip-hop track by Common that explores themes of alienation, judgment, and inner struggle.
  • 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_69ca8296165881908ca4750701af1f29 completed March 30, 2026, 2:03 p.m.
NER Named-entity recognition batch_69cdb4e641e881909dfba78fcb96c433 completed April 2, 2026, 12:14 a.m.
NED1 Entity disambiguation (via context triple) batch_69d1eb2c1d5c8190b6f1c43254487893 completed April 5, 2026, 4:55 a.m.
NEDg Description generation batch_69d1ebbd5b708190869e9b72ef872be4 completed April 5, 2026, 4:57 a.m.
NED2 Entity disambiguation (via description) batch_69d1ec25192081908b384cefb5c325f1 completed April 5, 2026, 4:59 a.m.
Created at: March 30, 2026, 8:40 p.m.