Triple

T17306566
Position Surface form Disambiguated ID Type / Status
Subject John "Soap" MacTavish E420178 entity
Predicate enemy P4567 FINISHED
Object Shepherd
Shepherd is a high-ranking U.S. Army general and the primary antagonist in Call of Duty: Modern Warfare 2, known for betraying Task Force 141 to further his own agenda.
 E1262084 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: Shepherd | Statement: [John "Soap" MacTavish, enemy, Shepherd]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Shepherd
Context triple: [John "Soap" MacTavish, enemy, 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. Shep
    Shep is the station code used to identify Sheppard–Yonge station in the Toronto subway system.
  • D. Shep
    Shep is a central, brooding former basketball star in the 1994 sports drama film "Above the Rim," known for his troubled past and mentorship of the young protagonist.
  • E. Cowkeeper
    Cowkeeper was an 18th-century Seminole (or Alachua) chief in Florida, known for leading a powerful cattle-owning community and being the father of the later chief Micanopy.
  • 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: Shepherd
Triple: [John "Soap" MacTavish, enemy, Shepherd]
Generated description
Shepherd is a high-ranking U.S. Army general and the primary antagonist in Call of Duty: Modern Warfare 2, known for betraying Task Force 141 to further his own agenda.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Shepherd
Target entity description: Shepherd is a high-ranking U.S. Army general and the primary antagonist in Call of Duty: Modern Warfare 2, known for betraying Task Force 141 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. Shep
    Shep is the station code used to identify Sheppard–Yonge station in the Toronto subway system.
  • D. Shep
    Shep is a central, brooding former basketball star in the 1994 sports drama film "Above the Rim," known for his troubled past and mentorship of the young protagonist.
  • E. Cowkeeper
    Cowkeeper was an 18th-century Seminole (or Alachua) chief in Florida, known for leading a powerful cattle-owning community and being the father of the later chief Micanopy.
  • 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_69d889d22b848190a4663d0b8f8f76e7 completed April 10, 2026, 5:25 a.m.
NER Named-entity recognition batch_69e438ff3ee08190ab4c44a22f86b38b completed April 19, 2026, 2:07 a.m.
NED1 Entity disambiguation (via context triple) batch_6a0180e0c1b881908aa2b6b4d8ac04b6 completed May 11, 2026, 7:10 a.m.
NEDg Description generation batch_6a018455d4948190a88f0617172f0a4e completed May 11, 2026, 7:25 a.m.
NED2 Entity disambiguation (via description) batch_6a0184b3dfc081908662c83d7d5ea41d completed May 11, 2026, 7:26 a.m.
Created at: April 10, 2026, 5:43 a.m.