Triple

T15688105
Position Surface form Disambiguated ID Type / Status
Subject Esalen Institute E380253 entity
Predicate hasNotableFaculty P141 FINISHED
Object George Leonard
George Leonard was an American writer, editor, and educator known as a leading figure in the human potential movement and a key contributor to the development of transformative learning practices.
 E1172305 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: George Leonard | Statement: [Esalen Institute, hasNotableFaculty, George Leonard]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: George Leonard
Context triple: [Esalen Institute, hasNotableFaculty, George Leonard]
  • A. Edward Linn
    Edward Linn was an American writer and journalist best known for co-authoring notable memoirs, including the bank-robbery autobiography "Where the Money Was."
  • B. George Saxton
    George Saxton is the central fictional protagonist of D. H. Lawrence’s early novel "The White Peacock," around whom the story’s emotional and social conflicts revolve.
  • C. J. G. Quintel
    J. G. Quintel is an American animator, writer, and voice actor best known for creating the Cartoon Network series "Regular Show."
  • D. George Corson
    George Corson was a 19th-century British architect known for his significant contributions to the architectural landscape of Leeds, England.
  • E. George Seaton
    George Seaton was an American screenwriter, director, and producer best known for films such as "Miracle on 34th Street" and "Airport."
  • 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: George Leonard
Triple: [Esalen Institute, hasNotableFaculty, George Leonard]
Generated description
George Leonard was an American writer, editor, and educator known as a leading figure in the human potential movement and a key contributor to the development of transformative learning practices.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: George Leonard
Target entity description: George Leonard was an American writer, editor, and educator known as a leading figure in the human potential movement and a key contributor to the development of transformative learning practices.
  • A. Edward Linn
    Edward Linn was an American writer and journalist best known for co-authoring notable memoirs, including the bank-robbery autobiography "Where the Money Was."
  • B. George Saxton
    George Saxton is the central fictional protagonist of D. H. Lawrence’s early novel "The White Peacock," around whom the story’s emotional and social conflicts revolve.
  • C. J. G. Quintel
    J. G. Quintel is an American animator, writer, and voice actor best known for creating the Cartoon Network series "Regular Show."
  • D. George Corson
    George Corson was a 19th-century British architect known for his significant contributions to the architectural landscape of Leeds, England.
  • E. George Seaton
    George Seaton was an American screenwriter, director, and producer best known for films such as "Miracle on 34th Street" and "Airport."
  • 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_69d86d99e860819094b6957cde470f2c completed April 10, 2026, 3:25 a.m.
NER Named-entity recognition batch_69e04f4cee5481908699fbb2b7bdd2f6 completed April 16, 2026, 2:54 a.m.
NED1 Entity disambiguation (via context triple) batch_69ff756ffcc88190a72440c7b40711ff completed May 9, 2026, 5:57 p.m.
NEDg Description generation batch_69ff75e206a88190aace1904746d061f completed May 9, 2026, 5:58 p.m.
NED2 Entity disambiguation (via description) batch_69ff765731bc819089c87cfb36628b01 completed May 9, 2026, 6 p.m.
Created at: April 10, 2026, 4:44 a.m.