Triple

T13208539
Position Surface form Disambiguated ID Type / Status
Subject Charles Gabriel Seligman E314427 entity
Predicate familyName P18 FINISHED
Object Seligman
Seligman is a surname most notably associated with British physician and anthropologist Charles Gabriel Seligman.
 E1027427 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: Seligman | Statement: [Charles Gabriel Seligman, familyName, Seligman]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Seligman
Context triple: [Charles Gabriel Seligman, familyName, Seligman]
  • A. Martin Seligman
    Martin Seligman is an American psychologist best known as a founder of positive psychology and for his work on learned helplessness and well-being.
  • B. Skinner
    Skinner is the antagonistic head chef of Gusteau’s restaurant in Pixar’s animated film "Ratatouille," known for his scheming nature and opposition to the protagonist Remy.
  • C. Skinner
    Skinner is a surname most prominently associated with Quentin Skinner, a leading British intellectual historian and political theorist.
  • D. Skinner
    Skinner is a fictional member of the J-Squad military unit in the science fiction film "Edge of Tomorrow."
  • E. Paul Mowrer
    Paul Mowrer was an American journalist and foreign correspondent who won the first Pulitzer Prize for foreign correspondence in 1929.
  • 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: Seligman
Triple: [Charles Gabriel Seligman, familyName, Seligman]
Generated description
Seligman is a surname most notably associated with British physician and anthropologist Charles Gabriel Seligman.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Seligman
Target entity description: Seligman is a surname most notably associated with British physician and anthropologist Charles Gabriel Seligman.
  • A. Martin Seligman
    Martin Seligman is an American psychologist best known as a founder of positive psychology and for his work on learned helplessness and well-being.
  • B. Skinner
    Skinner is the antagonistic head chef of Gusteau’s restaurant in Pixar’s animated film "Ratatouille," known for his scheming nature and opposition to the protagonist Remy.
  • C. Skinner
    Skinner is a surname most prominently associated with Quentin Skinner, a leading British intellectual historian and political theorist.
  • D. Skinner
    Skinner is a fictional member of the J-Squad military unit in the science fiction film "Edge of Tomorrow."
  • E. Paul Mowrer
    Paul Mowrer was an American journalist and foreign correspondent who won the first Pulitzer Prize for foreign correspondence in 1929.
  • 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_69d806aee7308190b70a237ba2a6e3e1 completed April 9, 2026, 8:06 p.m.
NER Named-entity recognition batch_69d98c9cb7ac819095cff8699993c419 completed April 10, 2026, 11:49 p.m.
NED1 Entity disambiguation (via context triple) batch_69f6f611b11c8190b9f89313eb2b5fab completed May 3, 2026, 7:15 a.m.
NEDg Description generation batch_69f6f79703588190ba088971da54340f completed May 3, 2026, 7:21 a.m.
NED2 Entity disambiguation (via description) batch_69f6f89072a88190b3182f581b1b6762 completed May 3, 2026, 7:26 a.m.
Created at: April 9, 2026, 9:17 p.m.