Triple

T16615456
Position Surface form Disambiguated ID Type / Status
Subject Carl Leavitt Hubbs E403684 entity
Predicate spouse P13 FINISHED
Object Laura C. Hubbs
Laura C. Hubbs was the wife and close collaborator of American ichthyologist Carl Leavitt Hubbs, contributing to his scientific and field research work.
E1274199 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: Laura C. Hubbs | Statement: [Carl Leavitt Hubbs, spouse, Laura C. Hubbs]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Laura C. Hubbs
Context triple: [Carl Leavitt Hubbs, spouse, Laura C. Hubbs]
  • A. Helen Beth Duntz
    Helen Beth Duntz is known as the wife of American actor James MacArthur, who gained fame for his role as Danny "Danno" Williams on the television series "Hawaii Five-O."
  • B. Harriet Bussey
    Harriet Bussey was the wife of American novelist and white supremacist propagandist Thomas Dixon Jr., known for her association with his controversial literary and political career.
  • C. Paula R. Hobbie
    Paula R. Hobbie is the petitioner in the U.S. Supreme Court case Hobbie v. Unemployment Appeals Commission of Florida, which addressed religious freedom in the context of unemployment benefits.
  • D. June M. Briggs
    June M. Briggs is an individual honored as the namesake of the Lloyd C. and June M. Briggs Wing, indicating her significant contribution or connection to the institution that houses it.
  • E. Laura Z. Hobson
    Laura Z. Hobson was an American novelist best known for her socially conscious works, including the anti-antisemitism novel that inspired the film "Gentleman's Agreement."
  • 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: Laura C. Hubbs
Triple: [Carl Leavitt Hubbs, spouse, Laura C. Hubbs]
Generated description
Laura C. Hubbs was the wife and close collaborator of American ichthyologist Carl Leavitt Hubbs, contributing to his scientific and field research work.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Laura C. Hubbs
Target entity description: Laura C. Hubbs was the wife and close collaborator of American ichthyologist Carl Leavitt Hubbs, contributing to his scientific and field research work.
  • A. Helen Beth Duntz
    Helen Beth Duntz is known as the wife of American actor James MacArthur, who gained fame for his role as Danny "Danno" Williams on the television series "Hawaii Five-O."
  • B. Harriet Bussey
    Harriet Bussey was the wife of American novelist and white supremacist propagandist Thomas Dixon Jr., known for her association with his controversial literary and political career.
  • C. Paula R. Hobbie
    Paula R. Hobbie is the petitioner in the U.S. Supreme Court case Hobbie v. Unemployment Appeals Commission of Florida, which addressed religious freedom in the context of unemployment benefits.
  • D. June M. Briggs
    June M. Briggs is an individual honored as the namesake of the Lloyd C. and June M. Briggs Wing, indicating her significant contribution or connection to the institution that houses it.
  • E. Laura Z. Hobson
    Laura Z. Hobson was an American novelist best known for her socially conscious works, including the anti-antisemitism novel that inspired the film "Gentleman's Agreement."
  • 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_69d883897eb481909eaaa088ba9918d9 completed April 10, 2026, 4:58 a.m.
NER Named-entity recognition batch_69e3609935a88190baa56f3a42b2ecd1 completed April 18, 2026, 10:44 a.m.
NED1 Entity disambiguation (via context triple) batch_6a01c927c7c4819091046c686600db9f completed May 11, 2026, 12:18 p.m.
NEDg Description generation batch_6a01cd5d88948190b347948b1f0584c0 completed May 11, 2026, 12:36 p.m.
NED2 Entity disambiguation (via description) batch_6a01cdca32e08190aeae5315494f9ab3 completed May 11, 2026, 12:38 p.m.
Created at: April 10, 2026, 5:17 a.m.