Triple

T22088943
Position Surface form Disambiguated ID Type / Status
Subject Ian Duncan E545861 entity
Predicate isColleagueOf P4761 FINISHED
Object Professor Buzz Hickey
Professor Buzz Hickey is a gruff, no-nonsense criminology professor and former police officer at Greendale Community College in the TV series "Community."
E1518560 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: Professor Buzz Hickey | Statement: [Ian Duncan, isColleagueOf, Professor Buzz Hickey]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Professor Buzz Hickey
Context triple: [Ian Duncan, isColleagueOf, Professor Buzz Hickey]
  • A. Professor Birch
    Professor Birch is the resident Pokémon Professor of the Hoenn region, known for his fieldwork-based research on Pokémon habitats and distribution.
  • B. Professor Phineas T. Horton
    Professor Phineas T. Horton is a fictional Marvel Comics scientist best known for building the original android Human Torch.
  • C. Professor Fig
    Professor Fig is a wise and supportive Hogwarts professor in the video game "Hogwarts Legacy" who mentors the player character through their magical journey and the central mystery of the story.
  • D. Professor Burris
    Professor Burris is the skeptical psychology professor and narrator of B.F. Skinner’s utopian novel "Walden Two," through whose perspective the experimental community is explored and critiqued.
  • E. Dr. Sid Hammerback
    Dr. Sid Hammerback is a quirky and brilliant medical examiner on the television series "CSI: NY," known for his eccentric personality and forensic expertise.
  • 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: Professor Buzz Hickey
Triple: [Ian Duncan, isColleagueOf, Professor Buzz Hickey]
Generated description
Professor Buzz Hickey is a gruff, no-nonsense criminology professor and former police officer at Greendale Community College in the TV series "Community."
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Professor Buzz Hickey
Target entity description: Professor Buzz Hickey is a gruff, no-nonsense criminology professor and former police officer at Greendale Community College in the TV series "Community."
  • A. Professor Birch
    Professor Birch is the resident Pokémon Professor of the Hoenn region, known for his fieldwork-based research on Pokémon habitats and distribution.
  • B. Professor Phineas T. Horton
    Professor Phineas T. Horton is a fictional Marvel Comics scientist best known for building the original android Human Torch.
  • C. Professor Fig
    Professor Fig is a wise and supportive Hogwarts professor in the video game "Hogwarts Legacy" who mentors the player character through their magical journey and the central mystery of the story.
  • D. Professor Burris
    Professor Burris is the skeptical psychology professor and narrator of B.F. Skinner’s utopian novel "Walden Two," through whose perspective the experimental community is explored and critiqued.
  • E. Dr. Sid Hammerback
    Dr. Sid Hammerback is a quirky and brilliant medical examiner on the television series "CSI: NY," known for his eccentric personality and forensic expertise.
  • 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_69e11e36d03c8190a83a1ba802b7231b completed April 16, 2026, 5:36 p.m.
NER Named-entity recognition batch_69f128e47ba08190a208af72a7cc176f completed April 28, 2026, 9:38 p.m.
NED1 Entity disambiguation (via context triple) batch_6a0a87982c6c8190af25c334ba1437d6 completed May 18, 2026, 3:29 a.m.
NEDg Description generation batch_6a0a89500af08190a4837a0ef6d7042d completed May 18, 2026, 3:36 a.m.
NED2 Entity disambiguation (via description) batch_6a0a8a353b3881908230b1dc890c896f completed May 18, 2026, 3:40 a.m.
Created at: April 16, 2026, 8:29 p.m.