Triple

T18751977
Position Surface form Disambiguated ID Type / Status
Subject Enrico Coen E458546 entity
Predicate hasAcademicAdvisor P167 FINISHED
Object Aubrey Gorbman
Aubrey Gorbman was a prominent American zoologist and endocrinologist known for his pioneering research in comparative endocrinology and vertebrate physiology.
E1341352 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: Aubrey Gorbman | Statement: [Enrico Coen, hasAcademicAdvisor, Aubrey Gorbman]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Aubrey Gorbman
Context triple: [Enrico Coen, hasAcademicAdvisor, Aubrey Gorbman]
  • A. Elizabeth Swados
    Elizabeth Swados was an American composer, writer, and director known for her innovative, socially engaged musical theater works on and off Broadway.
  • B. Audrey Bilger
    Audrey Bilger is an American academic and administrator who serves as the president of Reed College in Portland, Oregon.
  • C. Mary Bogdanovich
    Mary Bogdanovich is known as the spouse of American actor and film producer Brad Dexter.
  • D. Judine Brooks
    Judine Brooks is the wife of fantasy author Terry Brooks and is known for her long-term support of his writing career.
  • E. Rainey Reitman
    Rainey Reitman is a digital rights and civil liberties advocate known for her leadership roles in organizations defending press freedom and online privacy.
  • 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: Aubrey Gorbman
Triple: [Enrico Coen, hasAcademicAdvisor, Aubrey Gorbman]
Generated description
Aubrey Gorbman was a prominent American zoologist and endocrinologist known for his pioneering research in comparative endocrinology and vertebrate physiology.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Aubrey Gorbman
Target entity description: Aubrey Gorbman was a prominent American zoologist and endocrinologist known for his pioneering research in comparative endocrinology and vertebrate physiology.
  • A. Elizabeth Swados
    Elizabeth Swados was an American composer, writer, and director known for her innovative, socially engaged musical theater works on and off Broadway.
  • B. Audrey Bilger
    Audrey Bilger is an American academic and administrator who serves as the president of Reed College in Portland, Oregon.
  • C. Mary Bogdanovich
    Mary Bogdanovich is known as the spouse of American actor and film producer Brad Dexter.
  • D. Judine Brooks
    Judine Brooks is the wife of fantasy author Terry Brooks and is known for her long-term support of his writing career.
  • E. Rainey Reitman
    Rainey Reitman is a digital rights and civil liberties advocate known for her leadership roles in organizations defending press freedom and online privacy.
  • 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_69d8d394dc308190b6725073f5db324c completed April 10, 2026, 10:40 a.m.
NER Named-entity recognition batch_69e579ed4e6881908791f2a6250010a6 completed April 20, 2026, 12:57 a.m.
NED1 Entity disambiguation (via context triple) batch_6a053d36fc908190b3193d52ce4504ce completed May 14, 2026, 3:10 a.m.
NEDg Description generation batch_6a053e216ce0819093f0e9e9b707fca8 completed May 14, 2026, 3:14 a.m.
NED2 Entity disambiguation (via description) batch_6a053ed266a481908dc9ff85e1d7cf4f completed May 14, 2026, 3:17 a.m.
Created at: April 10, 2026, 11:51 a.m.