Triple

T12644957
Position Surface form Disambiguated ID Type / Status
Subject Donald Hamilton E301997 entity
Predicate notableWork P4 FINISHED
Object The Annihilators
The Annihilators is a spy thriller novel by Donald Hamilton, best known as part of his long-running Matt Helm series of hard-edged espionage adventures.
E994314 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 Annihilators | Statement: [Donald Hamilton, notableWork, The Annihilators]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: The Annihilators
Context triple: [Donald Hamilton, notableWork, The Annihilators]
  • A. Annihilators
    The Annihilators are a powerful cosmic superhero team in Marvel Comics composed of some of the universe’s most formidable beings assembled to confront galaxy-level threats.
  • B. The Brand New Heavies
    The Brand New Heavies are a British acid jazz and funk band known for their soulful grooves and influential role in the 1990s acid jazz movement.
  • C. The Pinheads
    The Pinheads is the fictional rock band fronted by Marty McFly in the "Back to the Future" film series.
  • D. Coal Chamber
    Coal Chamber is an American nu metal band from Los Angeles, known for their dark, groove-driven sound and prominence in the late 1990s metal scene.
  • E. August Heat
    "August Heat" is a classic early 20th-century horror short story by William Fryer Harvey, known for its eerie atmosphere and twist ending involving a chilling premonition of death.
  • 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 Annihilators
Triple: [Donald Hamilton, notableWork, The Annihilators]
Generated description
The Annihilators is a spy thriller novel by Donald Hamilton, best known as part of his long-running Matt Helm series of hard-edged espionage adventures.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: The Annihilators
Target entity description: The Annihilators is a spy thriller novel by Donald Hamilton, best known as part of his long-running Matt Helm series of hard-edged espionage adventures.
  • A. Annihilators
    The Annihilators are a powerful cosmic superhero team in Marvel Comics composed of some of the universe’s most formidable beings assembled to confront galaxy-level threats.
  • B. The Brand New Heavies
    The Brand New Heavies are a British acid jazz and funk band known for their soulful grooves and influential role in the 1990s acid jazz movement.
  • C. The Pinheads
    The Pinheads is the fictional rock band fronted by Marty McFly in the "Back to the Future" film series.
  • D. Coal Chamber
    Coal Chamber is an American nu metal band from Los Angeles, known for their dark, groove-driven sound and prominence in the late 1990s metal scene.
  • E. August Heat
    "August Heat" is a classic early 20th-century horror short story by William Fryer Harvey, known for its eerie atmosphere and twist ending involving a chilling premonition of death.
  • 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.