Triple

T15064023
Position Surface form Disambiguated ID Type / Status
Subject On Deadly Ground E379708 entity
Predicate mainCharacter P1183 FINISHED
Object Forrest Taft
Forrest Taft is the eco-warrior oil-rig firefighter and martial arts expert portrayed by Steven Seagal in the action film "On Deadly Ground."
E1135078 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: Forrest Taft | Statement: [On Deadly Ground, mainCharacter, Forrest Taft]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Forrest Taft
Context triple: [On Deadly Ground, mainCharacter, Forrest Taft]
  • A. Charles Phelps Taft II
    Charles Phelps Taft II was an American lawyer and Republican politician who served as mayor of Cincinnati and was the son of U.S. President William Howard Taft.
  • B. Lloyd Bowers Taft
    Lloyd Bowers Taft was an American investment banker and the son of prominent U.S. Senator Robert A. Taft and grandson of President William Howard Taft.
  • C. John Neil Reagan
    John Neil Reagan was an American radio station manager and advertising executive best known as the older brother of U.S. President Ronald Reagan.
  • D. Birge Harrison
    Birge Harrison was an American painter and influential art teacher known for his atmospheric landscape paintings that helped define the Tonalist movement in the late 19th and early 20th centuries.
  • E. Nicholas Roosevelt
    Nicholas Roosevelt was an American inventor and early steamboat pioneer who collaborated with Robert Fulton on developing practical steam-powered navigation.
  • 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: Forrest Taft
Triple: [On Deadly Ground, mainCharacter, Forrest Taft]
Generated description
Forrest Taft is the eco-warrior oil-rig firefighter and martial arts expert portrayed by Steven Seagal in the action film "On Deadly Ground."
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Forrest Taft
Target entity description: Forrest Taft is the eco-warrior oil-rig firefighter and martial arts expert portrayed by Steven Seagal in the action film "On Deadly Ground."
  • A. Charles Phelps Taft II
    Charles Phelps Taft II was an American lawyer and Republican politician who served as mayor of Cincinnati and was the son of U.S. President William Howard Taft.
  • B. Lloyd Bowers Taft
    Lloyd Bowers Taft was an American investment banker and the son of prominent U.S. Senator Robert A. Taft and grandson of President William Howard Taft.
  • C. John Neil Reagan
    John Neil Reagan was an American radio station manager and advertising executive best known as the older brother of U.S. President Ronald Reagan.
  • D. Birge Harrison
    Birge Harrison was an American painter and influential art teacher known for his atmospheric landscape paintings that helped define the Tonalist movement in the late 19th and early 20th centuries.
  • E. Nicholas Roosevelt
    Nicholas Roosevelt was an American inventor and early steamboat pioneer who collaborated with Robert Fulton on developing practical steam-powered navigation.
  • 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_69d85cd7683881908d405c1b5d7b4f7f completed April 10, 2026, 2:13 a.m.
NER Named-entity recognition batch_69dedee803ac81908bb7d66e49c2eb72 completed April 15, 2026, 12:42 a.m.
NED1 Entity disambiguation (via context triple) batch_69fea5c8b3ac8190b8fc921b6e6eeed5 completed May 9, 2026, 3:11 a.m.
NEDg Description generation batch_69fea74447d481908b290d6be0f0898e completed May 9, 2026, 3:17 a.m.
NED2 Entity disambiguation (via description) batch_69fea81b77708190b0aafcb504dc72d1 completed May 9, 2026, 3:20 a.m.
Created at: April 10, 2026, 3:02 a.m.