Triple

T14565107
Position Surface form Disambiguated ID Type / Status
Subject After the Rain E341764 entity
Predicate producer P490 FINISHED
Object David J. Holman
David J. Holman is a music producer and audio engineer known for his work on albums such as "After the Rain."
 E1210577 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: David J. Holman | Statement: [After the Rain, producer, David J. Holman]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: David J. Holman
Context triple: [After the Rain, producer, David J. Holman]
  • A. Gary S. Holmes
    Gary S. Holmes is a benefactor and namesake associated with entrepreneurship education, notably honored through the Gary S. Holmes Center for Entrepreneurship.
  • B. James R. Holton
    James R. Holton was a prominent American atmospheric scientist renowned for his fundamental contributions to dynamical meteorology and atmospheric circulation theory.
  • C. Paul E. M. DuBoy
    Paul E. M. DuBoy was a French-born American architect and sculptor active in the late 19th and early 20th centuries, known for his Beaux-Arts style work on prominent public monuments and buildings in New York City.
  • D. Michael A. McNeilly
    Michael A. McNeilly is an American entrepreneur best known as one of the founders of the semiconductor equipment company Applied Materials.
  • E. Ron L. Brinkerhoff
    Ron L. Brinkerhoff is an American screenwriter best known for writing the action-drama film "The Guardian" (2006).
  • 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: David J. Holman
Triple: [After the Rain, producer, David J. Holman]
Generated description
David J. Holman is a music producer and audio engineer known for his work on albums such as "After the Rain."
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: David J. Holman
Target entity description: David J. Holman is a music producer and audio engineer known for his work on albums such as "After the Rain."
  • A. Gary S. Holmes
    Gary S. Holmes is a benefactor and namesake associated with entrepreneurship education, notably honored through the Gary S. Holmes Center for Entrepreneurship.
  • B. James R. Holton
    James R. Holton was a prominent American atmospheric scientist renowned for his fundamental contributions to dynamical meteorology and atmospheric circulation theory.
  • C. Paul E. M. DuBoy
    Paul E. M. DuBoy was a French-born American architect and sculptor active in the late 19th and early 20th centuries, known for his Beaux-Arts style work on prominent public monuments and buildings in New York City.
  • D. Michael A. McNeilly
    Michael A. McNeilly is an American entrepreneur best known as one of the founders of the semiconductor equipment company Applied Materials.
  • E. Ron L. Brinkerhoff
    Ron L. Brinkerhoff is an American screenwriter best known for writing the action-drama film "The Guardian" (2006).
  • 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_69d822dcc6248190bed689984bceb0e2 completed April 9, 2026, 10:06 p.m.
NER Named-entity recognition batch_69deb38c6350819091090ffd15772f6f completed April 14, 2026, 9:37 p.m.
NED1 Entity disambiguation (via context triple) batch_6a0035428e608190b8bb41dabda044d1 completed May 10, 2026, 7:35 a.m.
NEDg Description generation batch_6a00377305bc8190a566c4ed4aed70c9 completed May 10, 2026, 7:44 a.m.
NED2 Entity disambiguation (via description) batch_6a0037e43a2c8190993447ade595f6e6 completed May 10, 2026, 7:46 a.m.
Created at: April 10, 2026, 1:23 a.m.