Triple

T22535689
Position Surface form Disambiguated ID Type / Status
Subject M.A.D.E. E557146 entity
Predicate producer P490 FINISHED
Object Chad Hamilton
Chad Hamilton is a music producer known for his work on projects such as the album "M.A.D.E."
 E1542207 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: Chad Hamilton | Statement: [M.A.D.E., producer, Chad Hamilton]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Chad Hamilton
Context triple: [M.A.D.E., producer, Chad Hamilton]
  • A. Chad Hamilton
    Chad Hamilton is a television and film producer known for his executive production work on projects such as the miniseries "Angelyne."
  • B. Chad Fischer
    Chad Fischer is an American composer, musician, and producer best known for his film and television scores, including his work on the soundtrack for the film "Garden State."
  • C. Chad Morgan
    Chad Morgan is an Australian country music singer and guitarist known for his comedic songs, distinctive gap-toothed grin, and long-running career in bush ballad and novelty music.
  • D. Chad Hayes
    Chad Hayes is an American screenwriter best known for co-writing popular horror films, including "The Conjuring," often in collaboration with his twin brother Carey W. Hayes.
  • E. Chad Hicks
    Chad Hicks is a notable individual recognized for achievements significant enough to be distinctly associated with the surname Hicks.
  • 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: Chad Hamilton
Triple: [M.A.D.E., producer, Chad Hamilton]
Generated description
Chad Hamilton is a music producer known for his work on projects such as the album "M.A.D.E."
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Chad Hamilton
Target entity description: Chad Hamilton is a music producer known for his work on projects such as the album "M.A.D.E."
  • A. Chad Hamilton
    Chad Hamilton is a television and film producer known for his executive production work on projects such as the miniseries "Angelyne."
  • B. Chad Fischer
    Chad Fischer is an American composer, musician, and producer best known for his film and television scores, including his work on the soundtrack for the film "Garden State."
  • C. Chad Morgan
    Chad Morgan is an Australian country music singer and guitarist known for his comedic songs, distinctive gap-toothed grin, and long-running career in bush ballad and novelty music.
  • D. Chad Hayes
    Chad Hayes is an American screenwriter best known for co-writing popular horror films, including "The Conjuring," often in collaboration with his twin brother Carey W. Hayes.
  • E. Chad Hicks
    Chad Hicks is a notable individual recognized for achievements significant enough to be distinctly associated with the surname Hicks.
  • 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_69e11e57483c8190b0887c4f8ff26446 completed April 16, 2026, 5:37 p.m.
NER Named-entity recognition batch_69f15edad0248190b990ddffbc786e05 completed April 29, 2026, 1:28 a.m.
NED1 Entity disambiguation (via context triple) batch_6a0b1de11c5c8190bf9ed4bb5ccfc988 completed May 18, 2026, 2:10 p.m.
NEDg Description generation batch_6a0b1f09934c81909c0d81a7838f5580 completed May 18, 2026, 2:15 p.m.
NED2 Entity disambiguation (via description) batch_6a0b257ec8a481908bf6c6c0b722e702 completed May 18, 2026, 2:43 p.m.
Created at: April 16, 2026, 8:51 p.m.