Triple

T8219119
Position Surface form Disambiguated ID Type / Status
Subject J.T. & Margaret Talkington College of Visual & Performing Arts E192012 entity
Predicate namedAfter P63 FINISHED
Object Margaret Talkington
Margaret Talkington was a philanthropist and benefactor whose support is commemorated through the naming of the J.T. & Margaret Talkington College of Visual & Performing Arts.
E729204 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: Margaret Talkington | Statement: [J.T. & Margaret Talkington College of Visual & Performing Arts, namedAfter, Margaret Talkington]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Margaret Talkington
Context triple: [J.T. & Margaret Talkington College of Visual & Performing Arts, namedAfter, Margaret Talkington]
  • A. Marguerite Wyke
    Marguerite Wyke is a character in Anthony Shaffer’s play and its film adaptations "Sleuth," central to the rivalry and mind games between Milo Tindle and Andrew Wyke.
  • B. Margaret Jasper
    Margaret Jasper was the wife of English naval officer Sir William Penn and the mother of William Penn, the founder of Pennsylvania.
  • C. Margaret Mautby
    Margaret Mautby was a 15th-century English gentlewoman of the Norfolk gentry, best known as the mother of Bridget Paston of the prominent Paston family.
  • D. Margaret Avery
    Margaret Avery is an American actress best known for her Academy Award–nominated performance as Shug Avery in the film adaptation of "The Color Purple."
  • E. Margaret Carter
    Margaret "Peggy" Carter is a British intelligence officer and prominent Marvel Comics and Marvel Cinematic Universe character known for her World War II work alongside Captain America and her later role in founding S.H.I.E.L.D.
  • 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: Margaret Talkington
Triple: [J.T. & Margaret Talkington College of Visual & Performing Arts, namedAfter, Margaret Talkington]
Generated description
Margaret Talkington was a philanthropist and benefactor whose support is commemorated through the naming of the J.T. & Margaret Talkington College of Visual & Performing Arts.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Margaret Talkington
Target entity description: Margaret Talkington was a philanthropist and benefactor whose support is commemorated through the naming of the J.T. & Margaret Talkington College of Visual & Performing Arts.
  • A. Marguerite Wyke
    Marguerite Wyke is a character in Anthony Shaffer’s play and its film adaptations "Sleuth," central to the rivalry and mind games between Milo Tindle and Andrew Wyke.
  • B. Margaret Jasper
    Margaret Jasper was the wife of English naval officer Sir William Penn and the mother of William Penn, the founder of Pennsylvania.
  • C. Margaret Mautby
    Margaret Mautby was a 15th-century English gentlewoman of the Norfolk gentry, best known as the mother of Bridget Paston of the prominent Paston family.
  • D. Margaret Avery
    Margaret Avery is an American actress best known for her Academy Award–nominated performance as Shug Avery in the film adaptation of "The Color Purple."
  • E. Margaret Carter
    Margaret "Peggy" Carter is a British intelligence officer and prominent Marvel Comics and Marvel Cinematic Universe character known for her World War II work alongside Captain America and her later role in founding S.H.I.E.L.D.
  • 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_69ca82c9a8ac81908b011c38698456e4 completed March 30, 2026, 2:03 p.m.
NER Named-entity recognition batch_69cb7772b76c8190b1952650c736eb91 completed March 31, 2026, 7:27 a.m.
NED1 Entity disambiguation (via context triple) batch_69cde73e4c3881908a845fd61373cbec completed April 2, 2026, 3:49 a.m.
NEDg Description generation batch_69cdeb1fa7308190810b1fcc2184374a completed April 2, 2026, 4:05 a.m.
NED2 Entity disambiguation (via description) batch_69cdec3081d88190ad0699f9072d3fc7 completed April 2, 2026, 4:10 a.m.
Created at: March 30, 2026, 5:45 p.m.