Triple

T16850402
Position Surface form Disambiguated ID Type / Status
Subject Unforgettable (2017 film) E409658 entity
Predicate starring P1507 FINISHED
Object Geoff Stults
Geoff Stults is an American actor known for his roles in television series such as "7th Heaven" and "The Finder," as well as various film appearances.
 E1239616 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: Geoff Stults | Statement: [Unforgettable (2017 film), starring, Geoff Stults]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Geoff Stults
Context triple: [Unforgettable (2017 film), starring, Geoff Stults]
  • A. Phil Wenneck
    Phil Wenneck is a charismatic, fast-talking schoolteacher and member of the "Wolfpack" whose misadventures drive much of the comedy in The Hangover film series.
  • B. Darin Scott
    Darin Scott is an American filmmaker and screenwriter known for his work on crime and thriller films, including co-writing the 2006 action drama "Waist Deep."
  • C. Gregg Johnson
    Gregg Johnson is a fictional character appearing in the 1949 adventure film "Mighty Joe Young."
  • D. Steve Tumlin
    Steve Tumlin is an American politician who serves as the mayor of Marietta, Georgia.
  • E. Mark Suter
    Mark Suter is a percussionist known for his work in contemporary and world music, including performances with the Silk Road Ensemble.
  • 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: Geoff Stults
Triple: [Unforgettable (2017 film), starring, Geoff Stults]
Generated description
Geoff Stults is an American actor known for his roles in television series such as "7th Heaven" and "The Finder," as well as various film appearances.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Geoff Stults
Target entity description: Geoff Stults is an American actor known for his roles in television series such as "7th Heaven" and "The Finder," as well as various film appearances.
  • A. Phil Wenneck
    Phil Wenneck is a charismatic, fast-talking schoolteacher and member of the "Wolfpack" whose misadventures drive much of the comedy in The Hangover film series.
  • B. Darin Scott
    Darin Scott is an American filmmaker and screenwriter known for his work on crime and thriller films, including co-writing the 2006 action drama "Waist Deep."
  • C. Gregg Johnson
    Gregg Johnson is a fictional character appearing in the 1949 adventure film "Mighty Joe Young."
  • D. Steve Tumlin
    Steve Tumlin is an American politician who serves as the mayor of Marietta, Georgia.
  • E. Mark Suter
    Mark Suter is a percussionist known for his work in contemporary and world music, including performances with the Silk Road Ensemble.
  • 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_69d88395e6c88190b22730f335107c14 completed April 10, 2026, 4:59 a.m.
NER Named-entity recognition batch_69e3b378dda48190ab81d75f2cfe3ab3 completed April 18, 2026, 4:38 p.m.
NED1 Entity disambiguation (via context triple) batch_6a00c79e86ac8190b89c4ebb05250b4f completed May 10, 2026, 5:59 p.m.
NEDg Description generation batch_6a00c8e20ab08190aaf7e5666f1e9ad8 completed May 10, 2026, 6:05 p.m.
NED2 Entity disambiguation (via description) batch_6a00c9b7967081909353f1c911cb2633 completed May 10, 2026, 6:08 p.m.
Created at: April 10, 2026, 5:24 a.m.