Triple

T8498534
Position Surface form Disambiguated ID Type / Status
Subject Vincent Cassel E201156 entity
Predicate notableWork P4 FINISHED
Object Dobermann
Dobermann is a 1997 French action-crime film known for its hyper-stylized violence and anarchic portrayal of a gang of ruthless bank robbers.
E739981 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: Dobermann | Statement: [Vincent Cassel, notableWork, Dobermann]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Dobermann
Context triple: [Vincent Cassel, notableWork, Dobermann]
  • A. Doberman Pinschers
    Doberman Pinschers are a medium-to-large, sleek and powerful dog breed known for their intelligence, loyalty, and frequent use as guard and protection dogs.
  • B. German Shepherd
    The German Shepherd is a large, intelligent, and versatile working dog breed renowned for its roles in police, military, and service work as well as a loyal family companion.
  • C. Dutch Shepherd
    The Dutch Shepherd is a highly intelligent, versatile herding and working dog breed from the Netherlands, valued today for its strong drive, trainability, and frequent use in police and protection work.
  • D. Bouvier
    Bouvier is the maiden surname of Jacqueline Kennedy Onassis, associated with a prominent American socialite and political family.
  • E. Spitz
    Spitz is the fierce and ruthless lead sled dog who serves as Buck’s primary canine antagonist in Jack London’s novel "The Call of the Wild."
  • 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: Dobermann
Triple: [Vincent Cassel, notableWork, Dobermann]
Generated description
Dobermann is a 1997 French action-crime film known for its hyper-stylized violence and anarchic portrayal of a gang of ruthless bank robbers.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Dobermann
Target entity description: Dobermann is a 1997 French action-crime film known for its hyper-stylized violence and anarchic portrayal of a gang of ruthless bank robbers.
  • A. Doberman Pinschers
    Doberman Pinschers are a medium-to-large, sleek and powerful dog breed known for their intelligence, loyalty, and frequent use as guard and protection dogs.
  • B. German Shepherd
    The German Shepherd is a large, intelligent, and versatile working dog breed renowned for its roles in police, military, and service work as well as a loyal family companion.
  • C. Dutch Shepherd
    The Dutch Shepherd is a highly intelligent, versatile herding and working dog breed from the Netherlands, valued today for its strong drive, trainability, and frequent use in police and protection work.
  • D. Bouvier
    Bouvier is the maiden surname of Jacqueline Kennedy Onassis, associated with a prominent American socialite and political family.
  • E. Spitz
    Spitz is the fierce and ruthless lead sled dog who serves as Buck’s primary canine antagonist in Jack London’s novel "The Call of the Wild."
  • 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_69ca831ee390819095fae73400bbfafc completed March 30, 2026, 2:05 p.m.
NER Named-entity recognition batch_69cbe583aebc819090345684bfa1fca2 completed March 31, 2026, 3:17 p.m.
NED1 Entity disambiguation (via context triple) batch_69ce4e0aa7788190abd7bb259966bc44 completed April 2, 2026, 11:07 a.m.
NEDg Description generation batch_69ce4ff668d4819081f4c3186437291b completed April 2, 2026, 11:16 a.m.
NED2 Entity disambiguation (via description) batch_69ce54cc52cc81908ca48c93956ca86e completed April 2, 2026, 11:36 a.m.
Created at: March 30, 2026, 6:14 p.m.