Triple

T15452267
Position Surface form Disambiguated ID Type / Status
Subject Hurts 2B Human E371681 entity
Predicate producer P490 FINISHED
Object Kyle Moorman
Kyle Moorman is a music producer known for his work on the album "Hurts 2B Human."
 E1162721 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: Kyle Moorman | Statement: [Hurts 2B Human, producer, Kyle Moorman]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Kyle Moorman
Context triple: [Hurts 2B Human, producer, Kyle Moorman]
  • A. Michael Kube-McDowell
    Michael Kube-McDowell is an American science fiction author known for his novels, short stories, and contributions to major franchises such as Star Wars.
  • B. Brent Metcalf
    Brent Metcalf is an American freestyle and folkstyle wrestler best known for his dominant collegiate career at Iowa, where he became a multiple-time NCAA champion and one of the program’s most celebrated competitors.
  • C. Scott Oake
    Scott Oake is a Canadian sportscaster best known for his long-running work as a rinkside reporter and host on national hockey broadcasts.
  • D. Kevin Stacom
    Kevin Stacom is a former American professional basketball guard best known for his college career at Providence and for playing in the NBA during the 1970s, including winning a championship with the Boston Celtics.
  • E. Troy Kinney
    Troy Kinney was an American etcher, illustrator, and author known for his detailed prints and artworks, particularly those depicting dance and theatrical subjects.
  • 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: Kyle Moorman
Triple: [Hurts 2B Human, producer, Kyle Moorman]
Generated description
Kyle Moorman is a music producer known for his work on the album "Hurts 2B Human."
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Kyle Moorman
Target entity description: Kyle Moorman is a music producer known for his work on the album "Hurts 2B Human."
  • A. Michael Kube-McDowell
    Michael Kube-McDowell is an American science fiction author known for his novels, short stories, and contributions to major franchises such as Star Wars.
  • B. Brent Metcalf
    Brent Metcalf is an American freestyle and folkstyle wrestler best known for his dominant collegiate career at Iowa, where he became a multiple-time NCAA champion and one of the program’s most celebrated competitors.
  • C. Scott Oake
    Scott Oake is a Canadian sportscaster best known for his long-running work as a rinkside reporter and host on national hockey broadcasts.
  • D. Kevin Stacom
    Kevin Stacom is a former American professional basketball guard best known for his college career at Providence and for playing in the NBA during the 1970s, including winning a championship with the Boston Celtics.
  • E. Troy Kinney
    Troy Kinney was an American etcher, illustrator, and author known for his detailed prints and artworks, particularly those depicting dance and theatrical subjects.
  • 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_69d85cc8bd308190886949510b42e764 completed April 10, 2026, 2:13 a.m.
NER Named-entity recognition batch_69e03efaf82c81908b464e37ce9c159a completed April 16, 2026, 1:44 a.m.
NED1 Entity disambiguation (via context triple) batch_69ff3d42977881909ed07b58c029cbe9 completed May 9, 2026, 1:57 p.m.
NEDg Description generation batch_69ff40fa8b8c8190b75987e897a20cf5 completed May 9, 2026, 2:13 p.m.
NED2 Entity disambiguation (via description) batch_69ff4158866c819087240d56e613f75c completed May 9, 2026, 2:14 p.m.
Created at: April 10, 2026, 3:30 a.m.