Triple

T15717728
Position Surface form Disambiguated ID Type / Status
Subject Hard Place E381002 entity
Predicate writer P1360 FINISHED
Object Darius Scott
Darius Scott is a songwriter best known for co-writing the acclaimed R&B/soul track "Hard Place."
 E1174431 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: Darius Scott | Statement: [Hard Place, writer, Darius Scott]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Darius Scott
Context triple: [Hard Place, writer, Darius Scott]
  • A. Darius Harrison
    Darius Harrison is a hip-hop songwriter and producer best known for co-writing Lil Wayne’s hit single "Lollipop."
  • B. Darnell Scott
    Darnell Scott is a music producer best known for his work on The Notorious B.I.G.’s landmark debut album "Ready to Die."
  • C. Deron Bennett
    Deron Bennett is a professional comic book letterer known for his work on various titles across major publishers.
  • D. Darius Woodis
    Darius Woodis is a writer known for his work associated with the artist Selah.
  • E. Derrick Marks
    Derrick Marks is an American former college basketball guard best known for starring at Boise State University, where he emerged as one of the Mountain West Conference’s top scorers and leaders.
  • 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: Darius Scott
Triple: [Hard Place, writer, Darius Scott]
Generated description
Darius Scott is a songwriter best known for co-writing the acclaimed R&B/soul track "Hard Place."
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Darius Scott
Target entity description: Darius Scott is a songwriter best known for co-writing the acclaimed R&B/soul track "Hard Place."
  • A. Darius Harrison
    Darius Harrison is a hip-hop songwriter and producer best known for co-writing Lil Wayne’s hit single "Lollipop."
  • B. Darnell Scott
    Darnell Scott is a music producer best known for his work on The Notorious B.I.G.’s landmark debut album "Ready to Die."
  • C. Deron Bennett
    Deron Bennett is a professional comic book letterer known for his work on various titles across major publishers.
  • D. Darius Woodis
    Darius Woodis is a writer known for his work associated with the artist Selah.
  • E. Derrick Marks
    Derrick Marks is an American former college basketball guard best known for starring at Boise State University, where he emerged as one of the Mountain West Conference’s top scorers and leaders.
  • 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_69d86d9bf930819082b30cf6d169297c completed April 10, 2026, 3:25 a.m.
NER Named-entity recognition batch_69e04f932a248190b65ecfb2bc56e715 completed April 16, 2026, 2:55 a.m.
NED1 Entity disambiguation (via context triple) batch_69ff82f464008190ae0e79f50b9b3eb3 completed May 9, 2026, 6:54 p.m.
NEDg Description generation batch_69ff83b7a534819090e24491579376c3 completed May 9, 2026, 6:57 p.m.
NED2 Entity disambiguation (via description) batch_69ff844fa00c8190a47eb46394db097b completed May 9, 2026, 7 p.m.
Created at: April 10, 2026, 4:45 a.m.