Triple

T4725014
Position Surface form Disambiguated ID Type / Status
Subject Dean Martin E104860 entity
Predicate notableWork P4 FINISHED
Object Matt Helm film series
The Matt Helm film series is a set of 1960s spy-comedy movies starring Dean Martin as a laid-back, womanizing secret agent parodying the James Bond-style espionage genre.
E463860 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: Matt Helm film series | Statement: [Dean Martin, notableWork, Matt Helm film series]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Matt Helm film series
Context triple: [Dean Martin, notableWork, Matt Helm film series]
  • A. Mike Hammer films
    Mike Hammer films are a series of crime movies centered on Mickey Spillane’s hard-boiled private detective Mike Hammer, known for their gritty noir style and tough, morally ambiguous protagonist.
  • B. Rambo film series
    The Rambo film series is an American action franchise centered on Vietnam War veteran John Rambo, known for its intense combat sequences and portrayal of a troubled, highly skilled soldier.
  • C. Die Hard (film series)
    Die Hard (film series) is a popular American action franchise centered on NYPD officer John McClane, known for its high-stakes plots, intense set pieces, and influential role in shaping modern action cinema.
  • D. Lew Harper film series
    The Lew Harper film series is a set of American neo-noir detective films starring Paul Newman as private investigator Lew Harper, adapted from Ross Macdonald’s hardboiled mystery novels.
  • E. 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."
  • 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: Matt Helm film series
Triple: [Dean Martin, notableWork, Matt Helm film series]
Generated description
The Matt Helm film series is a set of 1960s spy-comedy movies starring Dean Martin as a laid-back, womanizing secret agent parodying the James Bond-style espionage genre.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Matt Helm film series
Target entity description: The Matt Helm film series is a set of 1960s spy-comedy movies starring Dean Martin as a laid-back, womanizing secret agent parodying the James Bond-style espionage genre.
  • A. Mike Hammer films
    Mike Hammer films are a series of crime movies centered on Mickey Spillane’s hard-boiled private detective Mike Hammer, known for their gritty noir style and tough, morally ambiguous protagonist.
  • B. Rambo film series
    The Rambo film series is an American action franchise centered on Vietnam War veteran John Rambo, known for its intense combat sequences and portrayal of a troubled, highly skilled soldier.
  • C. Die Hard (film series)
    Die Hard (film series) is a popular American action franchise centered on NYPD officer John McClane, known for its high-stakes plots, intense set pieces, and influential role in shaping modern action cinema.
  • D. Lew Harper film series
    The Lew Harper film series is a set of American neo-noir detective films starring Paul Newman as private investigator Lew Harper, adapted from Ross Macdonald’s hardboiled mystery novels.
  • E. 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."
  • 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_69bd43ed84648190ae0b7ee8e8d00482 completed March 20, 2026, 12:56 p.m.
NER Named-entity recognition batch_69bd64456a6c8190b658216b62ef82cf completed March 20, 2026, 3:14 p.m.
NED1 Entity disambiguation (via context triple) batch_69be109c67648190ba9bda7fc5cb3dd1 completed March 21, 2026, 3:29 a.m.
NEDg Description generation batch_69be134fbc088190a2c7b3c3e7f00584 completed March 21, 2026, 3:41 a.m.
NED2 Entity disambiguation (via description) batch_69be13e813e08190842ad5c2ad8e47cc completed March 21, 2026, 3:43 a.m.
Created at: March 20, 2026, 1:18 p.m.