Triple

T14397980
Position Surface form Disambiguated ID Type / Status
Subject Carey Mahoney E356999 entity
Predicate hasAntagonist P18963 FINISHED
Object Sergeant Proctor
Sergeant Proctor is a bumbling, sycophantic police officer and comic antagonist from the "Police Academy" film series.
E1098525 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: Sergeant Proctor | Statement: [Carey Mahoney, hasAntagonist, Sergeant Proctor]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Sergeant Proctor
Context triple: [Carey Mahoney, hasAntagonist, Sergeant Proctor]
  • A. Sergeant Waters
    Sergeant Waters is a complex, embittered Black non-commissioned officer in the film and play "A Soldier's Story," whose internalized racism and harsh leadership drive much of the story's central conflict.
  • B. Sergeant Neff
    Sergeant Neff is a sinister military academy officer in the horror film "Damien: Omen II" who subtly guides and protects the Antichrist, Damien Thorn.
  • C. Sergeant Wilson
    Sergeant Wilson is a genteel, unflappable British Home Guard officer known for his understated charm and dry wit in the Dad's Army franchise.
  • D. Sergeant King
    Sergeant King is a tough, by-the-book Air Force noncommissioned officer who serves as a comic foil to the naive protagonist in the 1958 military comedy film "No Time for Sergeants."
  • E. Lieutenant Baugh
    Lieutenant Baugh was a British officer involved in the 1857 Barrackpore incident, a key early flashpoint in the Indian Rebellion of 1857.
  • 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: Sergeant Proctor
Triple: [Carey Mahoney, hasAntagonist, Sergeant Proctor]
Generated description
Sergeant Proctor is a bumbling, sycophantic police officer and comic antagonist from the "Police Academy" film series.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Sergeant Proctor
Target entity description: Sergeant Proctor is a bumbling, sycophantic police officer and comic antagonist from the "Police Academy" film series.
  • A. Sergeant Waters
    Sergeant Waters is a complex, embittered Black non-commissioned officer in the film and play "A Soldier's Story," whose internalized racism and harsh leadership drive much of the story's central conflict.
  • B. Sergeant Neff
    Sergeant Neff is a sinister military academy officer in the horror film "Damien: Omen II" who subtly guides and protects the Antichrist, Damien Thorn.
  • C. Sergeant Wilson
    Sergeant Wilson is a genteel, unflappable British Home Guard officer known for his understated charm and dry wit in the Dad's Army franchise.
  • D. Sergeant King
    Sergeant King is a tough, by-the-book Air Force noncommissioned officer who serves as a comic foil to the naive protagonist in the 1958 military comedy film "No Time for Sergeants."
  • E. Lieutenant Baugh
    Lieutenant Baugh was a British officer involved in the 1857 Barrackpore incident, a key early flashpoint in the Indian Rebellion of 1857.
  • 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_69d827927c988190ad98bb0360981783 completed April 9, 2026, 10:26 p.m.
NER Named-entity recognition batch_69de9083f9d081908fe5c99655c410b3 completed April 14, 2026, 7:07 p.m.
NED1 Entity disambiguation (via context triple) batch_69fd5bc424f88190ab3a1c1aec61cb40 completed May 8, 2026, 3:43 a.m.
NEDg Description generation batch_69fd5cf4dedc81908988f13f0fc9f510 completed May 8, 2026, 3:48 a.m.
NED2 Entity disambiguation (via description) batch_69fd5dcf151c8190959b3240813a1d71 completed May 8, 2026, 3:51 a.m.
Created at: April 10, 2026, 1:17 a.m.