Triple

T17015370
Position Surface form Disambiguated ID Type / Status
Subject UHF E412806 entity
Predicate editedBy P1954 FINISHED
Object Paul Millspaugh
Paul Millspaugh is a film editor best known for his work on the comedy movie "UHF."
 E264033 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: Paul Millspaugh | Statement: [UHF, editedBy, Paul Millspaugh]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Paul Millspaugh
Context triple: [UHF, editedBy, Paul Millspaugh]
  • A. Paul Millspaugh
    Paul Millspaugh is a film editor known for his work on the romantic comedy "Two Can Play That Game."
  • B. Paul Schoolman
    Paul Schoolman is a filmmaker and writer best known for his work on independent films and for being married to South African actress Alice Krige.
  • C. Andrew Pyle
    Andrew Pyle is a British philosopher known for his work in the philosophy of science, metaphysics, and the history of early modern philosophy.
  • D. Arthur Demarest
    Arthur Demarest is an American archaeologist and Mayanist scholar known for his extensive research on Classic Maya civilization and leadership of major excavations in the Petexbatún region of Guatemala.
  • E. Henry McMorran
    Henry McMorran was a prominent local figure and benefactor in Port Huron, Michigan, whose contributions to the community led to the city’s main event center being named in his honor.
  • 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: Paul Millspaugh
Triple: [UHF, editedBy, Paul Millspaugh]
Generated description
Paul Millspaugh is a film editor best known for his work on the comedy movie "UHF."
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Paul Millspaugh
Target entity description: Paul Millspaugh is a film editor best known for his work on the comedy movie "UHF."
  • A. Paul Millspaugh chosen
    Paul Millspaugh is a film editor known for his work on the romantic comedy "Two Can Play That Game."
  • B. Paul Schoolman
    Paul Schoolman is a filmmaker and writer best known for his work on independent films and for being married to South African actress Alice Krige.
  • C. Andrew Pyle
    Andrew Pyle is a British philosopher known for his work in the philosophy of science, metaphysics, and the history of early modern philosophy.
  • D. Arthur Demarest
    Arthur Demarest is an American archaeologist and Mayanist scholar known for his extensive research on Classic Maya civilization and leadership of major excavations in the Petexbatún region of Guatemala.
  • E. Henry McMorran
    Henry McMorran was a prominent local figure and benefactor in Port Huron, Michigan, whose contributions to the community led to the city’s main event center being named in his honor.
  • F. None of above.

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_69d886cc4170819093deddc7b8b4b6a7 completed April 10, 2026, 5:12 a.m.
NER Named-entity recognition batch_69e3d47f198c8190b0473f638101f606 completed April 18, 2026, 6:59 p.m.
NED1 Entity disambiguation (via context triple) batch_6a0313acae5c819095555194162f4b4f completed May 12, 2026, 11:49 a.m.
NEDg Description generation batch_6a03140cbe248190bcccafcbeec8856e completed May 12, 2026, 11:50 a.m.
NED2 Entity disambiguation (via description) batch_6a03146359f08190b5c5aec33dcc05d6 completed May 12, 2026, 11:52 a.m.
Created at: April 10, 2026, 5:33 a.m.