Triple

T13796612
Position Surface form Disambiguated ID Type / Status
Subject Die Hard 2 E331532 entity
Predicate character P662 FINISHED
Object Colonel Stuart
Colonel Stuart is the ruthless ex-military mastermind who leads the terrorist operation against Dulles International Airport in the action film "Die Hard 2."
E1061742 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: Colonel Stuart | Statement: [Die Hard 2, character, Colonel Stuart]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Colonel Stuart
Context triple: [Die Hard 2, character, Colonel Stuart]
  • A. Colonel Blount
    Colonel Blount is a comic, old-fashioned military figure in Evelyn Waugh’s satirical novel "Vile Bodies," embodying the blustering, out-of-touch attitudes of the older generation.
  • B. Colonel Howard
    Colonel Howard is a fictional military officer character featured in the film "The Pilot."
  • C. Colonel Smith
    Colonel Smith was a British military officer who played a leading role in the First Anglo-Mysore War against the Kingdom of Mysore in the late 18th century.
  • D. Colonel Butler
    Colonel Butler is a fictional military officer character featured in the 1935 film serial "The Fighting Marines."
  • E. Colonel Lloyd
    Colonel Lloyd is a central fictional character in the "Little Colonel" series, portrayed as a proud, aristocratic Southern gentleman whose relationship with his granddaughter drives much of the stories’ drama and sentiment.
  • 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: Colonel Stuart
Triple: [Die Hard 2, character, Colonel Stuart]
Generated description
Colonel Stuart is the ruthless ex-military mastermind who leads the terrorist operation against Dulles International Airport in the action film "Die Hard 2."
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Colonel Stuart
Target entity description: Colonel Stuart is the ruthless ex-military mastermind who leads the terrorist operation against Dulles International Airport in the action film "Die Hard 2."
  • A. Colonel Blount
    Colonel Blount is a comic, old-fashioned military figure in Evelyn Waugh’s satirical novel "Vile Bodies," embodying the blustering, out-of-touch attitudes of the older generation.
  • B. Colonel Howard
    Colonel Howard is a fictional military officer character featured in the film "The Pilot."
  • C. Colonel Smith
    Colonel Smith was a British military officer who played a leading role in the First Anglo-Mysore War against the Kingdom of Mysore in the late 18th century.
  • D. Colonel Butler
    Colonel Butler is a fictional military officer character featured in the 1935 film serial "The Fighting Marines."
  • E. Colonel Lloyd
    Colonel Lloyd is a central fictional character in the "Little Colonel" series, portrayed as a proud, aristocratic Southern gentleman whose relationship with his granddaughter drives much of the stories’ drama and sentiment.
  • 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_69d81c58feb08190a77bca8bf7d6d20f completed April 9, 2026, 9:38 p.m.
NER Named-entity recognition batch_69de025be1f08190aac525d72d7dc0c3 completed April 14, 2026, 9:01 a.m.
NED1 Entity disambiguation (via context triple) batch_69f7b086d6d48190b823ed0a4403fbc5 completed May 3, 2026, 8:31 p.m.
NEDg Description generation batch_69f7b138158c8190957d43d529c37fa4 completed May 3, 2026, 8:34 p.m.
NED2 Entity disambiguation (via description) batch_69f7b1e0ab948190a046a68aa5e029a6 completed May 3, 2026, 8:36 p.m.
Created at: April 9, 2026, 10:11 p.m.