Triple

T11642009
Position Surface form Disambiguated ID Type / Status
Subject Call of Duty: Modern Warfare 2 E276681 entity
Predicate featuresCharacter P626 FINISHED
Object General Shepherd
General Shepherd is a central antagonist in Call of Duty: Modern Warfare 2, known as a high-ranking U.S. military officer who betrays the protagonists to further his own agenda.
E937537 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: General Shepherd | Statement: [Call of Duty: Modern Warfare 2, featuresCharacter, General Shepherd]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: General Shepherd
Context triple: [Call of Duty: Modern Warfare 2, featuresCharacter, General Shepherd]
  • A. Shepherd
    Shepherd is the customizable space explorer protagonist introduced in Pikmin 4, leading squads of Pikmin on rescue and exploration missions.
  • B. Shepherd
    Shepherd is a common English occupational surname originally given to people who tended sheep.
  • C. Buck Commander
    Buck Commander is an outdoor lifestyle and hunting brand and media company known for its deer-hunting videos, merchandise, and association with the cast of Duck Dynasty.
  • D. Hound
    Hound is a coastal civil parish in the Borough of Eastleigh in Hampshire, England, encompassing villages such as Netley and Butlocks Heath.
  • E. Wolfe
    Wolfe is a surname most famously associated with British Army officer James Wolfe, known for his role in the Seven Years' War and the capture of Quebec.
  • 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: General Shepherd
Triple: [Call of Duty: Modern Warfare 2, featuresCharacter, General Shepherd]
Generated description
General Shepherd is a central antagonist in Call of Duty: Modern Warfare 2, known as a high-ranking U.S. military officer who betrays the protagonists to further his own agenda.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: General Shepherd
Target entity description: General Shepherd is a central antagonist in Call of Duty: Modern Warfare 2, known as a high-ranking U.S. military officer who betrays the protagonists to further his own agenda.
  • A. Shepherd
    Shepherd is the customizable space explorer protagonist introduced in Pikmin 4, leading squads of Pikmin on rescue and exploration missions.
  • B. Shepherd
    Shepherd is a common English occupational surname originally given to people who tended sheep.
  • C. Buck Commander
    Buck Commander is an outdoor lifestyle and hunting brand and media company known for its deer-hunting videos, merchandise, and association with the cast of Duck Dynasty.
  • D. Hound
    Hound is a coastal civil parish in the Borough of Eastleigh in Hampshire, England, encompassing villages such as Netley and Butlocks Heath.
  • E. Wolfe
    Wolfe is a surname most famously associated with British Army officer James Wolfe, known for his role in the Seven Years' War and the capture of Quebec.
  • 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_69d6aafbb3c081908a9cdb4ecb8d981d completed April 8, 2026, 7:22 p.m.
NER Named-entity recognition batch_69d8a260ab488190ab1c00d9850f3096 completed April 10, 2026, 7:10 a.m.
NED1 Entity disambiguation (via context triple) batch_69ee87deb3888190842bd61efd7b3989 completed April 26, 2026, 9:47 p.m.
NEDg Description generation batch_69eeb31438f88190bab71212293f2d2e completed April 27, 2026, 12:51 a.m.
NED2 Entity disambiguation (via description) batch_69eecd954b348190bf2f3ad66acbf1b7 completed April 27, 2026, 2:44 a.m.
Created at: April 8, 2026, 9:39 p.m.