Triple

T14080095
Position Surface form Disambiguated ID Type / Status
Subject Annalise Keating E338842 entity
Predicate employer P7 FINISHED
Object Middleton University
Middleton University is a fictional elite law school featured in the television series "How to Get Away with Murder," where Annalise Keating teaches.
E1077054 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: Middleton University | Statement: [Annalise Keating, employer, Middleton University]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Middleton University
Context triple: [Annalise Keating, employer, Middleton University]
  • A. United College
    United College is an affiliated college of the University of Waterloo that provides academic programs, residence, and community-focused learning experiences for students.
  • B. United College
    United College was a Canadian higher education institution that later evolved into the University of Winnipeg.
  • C. United College
    United College is one of the historic constituent colleges of the University of St Andrews in Scotland, responsible for much of the university’s academic and administrative life.
  • D. United College
    United College is one of the constituent colleges of The Chinese University of Hong Kong, known for its strong emphasis on whole-person education and a close-knit residential community.
  • E. Manchester College
    Manchester College is an educational institution historically associated with the early academic formation of Nobel Prize–winning chemist Paul J. Flory.
  • 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: Middleton University
Triple: [Annalise Keating, employer, Middleton University]
Generated description
Middleton University is a fictional elite law school featured in the television series "How to Get Away with Murder," where Annalise Keating teaches.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Middleton University
Target entity description: Middleton University is a fictional elite law school featured in the television series "How to Get Away with Murder," where Annalise Keating teaches.
  • A. United College
    United College is an affiliated college of the University of Waterloo that provides academic programs, residence, and community-focused learning experiences for students.
  • B. United College
    United College is one of the historic constituent colleges of the University of St Andrews in Scotland, responsible for much of the university’s academic and administrative life.
  • C. United College
    United College is one of the constituent colleges of The Chinese University of Hong Kong, known for its strong emphasis on whole-person education and a close-knit residential community.
  • D. United College
    United College was a Canadian higher education institution that later evolved into the University of Winnipeg.
  • E. Manchester College
    Manchester College is an educational institution historically associated with the early academic formation of Nobel Prize–winning chemist Paul J. Flory.
  • 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_69d81c687b0c819087fd9ed4198403f8 completed April 9, 2026, 9:38 p.m.
NER Named-entity recognition batch_69de5c5f759c81909bfd60ab35b0937b completed April 14, 2026, 3:25 p.m.
NED1 Entity disambiguation (via context triple) batch_69fcb672c08081908e1ff9030745776a completed May 7, 2026, 3:57 p.m.
NEDg Description generation batch_69fcc1208a1481908b9f9a49b9c5ca5b completed May 7, 2026, 4:43 p.m.
NED2 Entity disambiguation (via description) batch_69fcc19f735c8190a4e765f34abaa672 completed May 7, 2026, 4:45 p.m.
Created at: April 9, 2026, 10:21 p.m.