Triple

T20609110
Position Surface form Disambiguated ID Type / Status
Subject Time After Time E506397 entity
Predicate writer P1360 FINISHED
Object Rob Hyman
Rob Hyman is an American musician, songwriter, and co-founder of the band The Hooters, best known for his collaborations with Cyndi Lauper and other pop-rock artists.
 E1439983 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: Rob Hyman | Statement: [Time After Time, writer, Rob Hyman]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Rob Hyman
Context triple: [Time After Time, writer, Rob Hyman]
  • A. Marc Hyman
    Marc Hyman is an American screenwriter best known for co-writing the live-action/animated comedy film "Osmosis Jones."
  • B. Bruce Robison
    Bruce Robison is an American country music singer-songwriter known for penning hits such as "Travelin’ Soldier" and other songs recorded by major Nashville artists.
  • C. Matthew Hull
    Matthew Hull is a notable individual who shares the surname Hull, though specific widely recognized details about his life or achievements are not clearly established from the given information.
  • D. Joey Horvitz
    Joey Horvitz is a film producer known for his work on the thriller "Awake."
  • E. Jesse Michaels
    Jesse Michaels is an American musician and artist best known as the lead vocalist and lyricist of the influential ska punk band Operation Ivy.
  • 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: Rob Hyman
Triple: [Time After Time, writer, Rob Hyman]
Generated description
Rob Hyman is an American musician, songwriter, and co-founder of the band The Hooters, best known for his collaborations with Cyndi Lauper and other pop-rock artists.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Rob Hyman
Target entity description: Rob Hyman is an American musician, songwriter, and co-founder of the band The Hooters, best known for his collaborations with Cyndi Lauper and other pop-rock artists.
  • A. Marc Hyman
    Marc Hyman is an American screenwriter best known for co-writing the live-action/animated comedy film "Osmosis Jones."
  • B. Bruce Robison
    Bruce Robison is an American country music singer-songwriter known for penning hits such as "Travelin’ Soldier" and other songs recorded by major Nashville artists.
  • C. Matthew Hull
    Matthew Hull is a notable individual who shares the surname Hull, though specific widely recognized details about his life or achievements are not clearly established from the given information.
  • D. Joey Horvitz
    Joey Horvitz is a film producer known for his work on the thriller "Awake."
  • E. Jesse Michaels
    Jesse Michaels is an American musician and artist best known as the lead vocalist and lyricist of the influential ska punk band Operation Ivy.
  • 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_69e0b4bb2b4081908fa4a72444120f35 completed April 16, 2026, 10:06 a.m.
NER Named-entity recognition batch_69e6aad5e53c8190b0add34ce9b31d57 completed April 20, 2026, 10:38 p.m.
NED1 Entity disambiguation (via context triple) batch_6a08b3f74af0819081bcb397b53957b9 completed May 16, 2026, 6:14 p.m.
NEDg Description generation batch_6a08b51e41c08190a4fb6f8879998046 completed May 16, 2026, 6:19 p.m.
NED2 Entity disambiguation (via description) batch_6a08b61db7288190840ed6784a64673d completed May 16, 2026, 6:23 p.m.
Created at: April 16, 2026, 11:41 a.m.