Triple

T12644952
Position Surface form Disambiguated ID Type / Status
Subject Donald Hamilton E301997 entity
Predicate notableWork P4 FINISHED
Object The Intimidators
The Intimidators is a spy novel by Donald Hamilton featuring his hard-edged government assassin Matt Helm in another tense Cold War-era mission.
E994311 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: The Intimidators | Statement: [Donald Hamilton, notableWork, The Intimidators]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: The Intimidators
Context triple: [Donald Hamilton, notableWork, The Intimidators]
  • A. The Underdogs
    The Underdogs are an American R&B and pop production duo known for crafting polished, radio-friendly hits for major artists in the 2000s and beyond.
  • B. The Bandits
    "The Bandits" is a lesser-known ballet composed by Ludwig Minkus, reflecting his characteristic 19th-century Romantic style for the stage.
  • C. The Hitmen
    The Hitmen were a renowned in-house production team for Bad Boy Records in the 1990s, responsible for crafting many of the label’s signature hip-hop and R&B hits.
  • D. The Glory Stompers
    The Glory Stompers is a 1967 outlaw biker exploitation film starring Dennis Hopper that follows violent rival motorcycle gangs and has become a cult favorite of the genre.
  • E. The Aggrovators
    The Aggrovators were a renowned Jamaican reggae and dub studio band, best known for their influential 1970s recordings with producer Bunny Lee.
  • 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: The Intimidators
Triple: [Donald Hamilton, notableWork, The Intimidators]
Generated description
The Intimidators is a spy novel by Donald Hamilton featuring his hard-edged government assassin Matt Helm in another tense Cold War-era mission.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: The Intimidators
Target entity description: The Intimidators is a spy novel by Donald Hamilton featuring his hard-edged government assassin Matt Helm in another tense Cold War-era mission.
  • A. The Underdogs
    The Underdogs are an American R&B and pop production duo known for crafting polished, radio-friendly hits for major artists in the 2000s and beyond.
  • B. The Bandits
    "The Bandits" is a lesser-known ballet composed by Ludwig Minkus, reflecting his characteristic 19th-century Romantic style for the stage.
  • C. The Hitmen
    The Hitmen were a renowned in-house production team for Bad Boy Records in the 1990s, responsible for crafting many of the label’s signature hip-hop and R&B hits.
  • D. The Glory Stompers
    The Glory Stompers is a 1967 outlaw biker exploitation film starring Dennis Hopper that follows violent rival motorcycle gangs and has become a cult favorite of the genre.
  • E. The Aggrovators
    The Aggrovators were a renowned Jamaican reggae and dub studio band, best known for their influential 1970s recordings with producer Bunny Lee.
  • 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_69d7bdec9f9c8190b4bac675b7588211 completed April 9, 2026, 2:55 p.m.
NER Named-entity recognition batch_69d9614bf2f881909976becdf747f4fb completed April 10, 2026, 8:45 p.m.
NED1 Entity disambiguation (via context triple) batch_69f6687961d88190a605f17425ad7547 completed May 2, 2026, 9:11 p.m.
NEDg Description generation batch_69f6695372688190b09a2bb2e58cb546 completed May 2, 2026, 9:14 p.m.
NED2 Entity disambiguation (via description) batch_69f669fe4bc48190adba50ad58b10c45 completed May 2, 2026, 9:17 p.m.
Created at: April 9, 2026, 5:17 p.m.