Triple

T5064357
Position Surface form Disambiguated ID Type / Status
Subject Fred Ward E114106 entity
Predicate portrayed P1668 FINISHED
Object Remo Williams in Remo Williams: The Adventure Begins
Remo Williams in "Remo Williams: The Adventure Begins" is the tough, wisecracking New York cop-turned-secret government assassin who becomes the central action hero of this 1985 film.
 E489742 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: Remo Williams in Remo Williams: The Adventure Begins | Statement: [Fred Ward, portrayed, Remo Williams in Remo Williams: The Adventure Begins]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Remo Williams in Remo Williams: The Adventure Begins
Context triple: [Fred Ward, portrayed, Remo Williams in Remo Williams: The Adventure Begins]
  • A. Captain Weaver
    Captain Weaver is a hardened, pragmatic military leader who commands the 2nd Massachusetts resistance regiment in the post-apocalyptic sci‑fi TV series "Falling Skies."
  • B. Bug Jack Barron
    Bug Jack Barron is a controversial science fiction novel by Norman Spinrad that satirically explores media manipulation, political corruption, and immortality through the story of a hard-hitting talk show host.
  • C. Snake Plissken
    Snake Plissken is a hardened, one-eyed antihero and former Special Forces soldier turned outlaw from John Carpenter’s dystopian action films "Escape from New York" and "Escape from L.A."
  • D. Napoleon Solo
    Napoleon Solo is a suave, resourceful American CIA agent who teams up with a KGB counterpart to thwart international threats in the 1960s-set spy adventure "The Man from U.N.C.L.E."
  • E. Sammy Spartan
    Sammy Spartan is the costumed warrior mascot representing San José State University’s athletic teams and school spirit.
  • 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: Remo Williams in Remo Williams: The Adventure Begins
Triple: [Fred Ward, portrayed, Remo Williams in Remo Williams: The Adventure Begins]
Generated description
Remo Williams in "Remo Williams: The Adventure Begins" is the tough, wisecracking New York cop-turned-secret government assassin who becomes the central action hero of this 1985 film.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Remo Williams in Remo Williams: The Adventure Begins
Target entity description: Remo Williams in "Remo Williams: The Adventure Begins" is the tough, wisecracking New York cop-turned-secret government assassin who becomes the central action hero of this 1985 film.
  • A. Captain Weaver
    Captain Weaver is a hardened, pragmatic military leader who commands the 2nd Massachusetts resistance regiment in the post-apocalyptic sci‑fi TV series "Falling Skies."
  • B. Bug Jack Barron
    Bug Jack Barron is a controversial science fiction novel by Norman Spinrad that satirically explores media manipulation, political corruption, and immortality through the story of a hard-hitting talk show host.
  • C. Snake Plissken
    Snake Plissken is a hardened, one-eyed antihero and former Special Forces soldier turned outlaw from John Carpenter’s dystopian action films "Escape from New York" and "Escape from L.A."
  • D. Napoleon Solo
    Napoleon Solo is a suave, resourceful American CIA agent who teams up with a KGB counterpart to thwart international threats in the 1960s-set spy adventure "The Man from U.N.C.L.E."
  • E. Sammy Spartan
    Sammy Spartan is the costumed warrior mascot representing San José State University’s athletic teams and school spirit.
  • 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_69bd443c0c8c81908663b77afb28e165 completed March 20, 2026, 12:57 p.m.
NER Named-entity recognition batch_69bd747756bc8190863c426e6fd6e8f7 completed March 20, 2026, 4:23 p.m.
NED1 Entity disambiguation (via context triple) batch_69bea49ae8c081908ef8c2e2dbbe3b49 completed March 21, 2026, 2 p.m.
NEDg Description generation batch_69bea56407148190a2ba646c779e738b completed March 21, 2026, 2:04 p.m.
NED2 Entity disambiguation (via description) batch_69bea610b7ac8190b0dcfaa67ba80431 completed March 21, 2026, 2:07 p.m.
Created at: March 20, 2026, 1:38 p.m.