Triple

T11445078
Position Surface form Disambiguated ID Type / Status
Subject Albert Ghiorso E271241 entity
Predicate notableStudent P4838 FINISHED
Object Darleane C. Hoffman
Darleane C. Hoffman is an American nuclear chemist renowned for her pioneering research on transuranium elements and contributions to the discovery and characterization of heavy elements.
E944041 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: Darleane C. Hoffman | Statement: [Albert Ghiorso, notableStudent, Darleane C. Hoffman]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Darleane C. Hoffman
Context triple: [Albert Ghiorso, notableStudent, Darleane C. Hoffman]
  • A. Judie G. Hoyt
    Judie G. Hoyt is a film producer best known for her work on the acclaimed crime drama "Mystic River."
  • B. Elaine F. Marshall
    Elaine F. Marshall is an American politician and attorney who has served for many years as North Carolina’s Secretary of State, becoming the first woman elected to a statewide executive office in the state.
  • C. Janice E. Voss
    Janice E. Voss was an American NASA astronaut and engineer who flew on five Space Shuttle missions and contributed significantly to spaceborne scientific research and technology.
  • D. Laurel A. Hawkins
    Laurel A. Hawkins is an American judge who serves on the Oregon Court of Appeals.
  • E. Kaye V. Dowling
    Kaye V. Dowling was the wife of American film, radio, and television actor Hugh Marlowe.
  • 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: Darleane C. Hoffman
Triple: [Albert Ghiorso, notableStudent, Darleane C. Hoffman]
Generated description
Darleane C. Hoffman is an American nuclear chemist renowned for her pioneering research on transuranium elements and contributions to the discovery and characterization of heavy elements.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Darleane C. Hoffman
Target entity description: Darleane C. Hoffman is an American nuclear chemist renowned for her pioneering research on transuranium elements and contributions to the discovery and characterization of heavy elements.
  • A. Judie G. Hoyt
    Judie G. Hoyt is a film producer best known for her work on the acclaimed crime drama "Mystic River."
  • B. Elaine F. Marshall
    Elaine F. Marshall is an American politician and attorney who has served for many years as North Carolina’s Secretary of State, becoming the first woman elected to a statewide executive office in the state.
  • C. Janice E. Voss
    Janice E. Voss was an American NASA astronaut and engineer who flew on five Space Shuttle missions and contributed significantly to spaceborne scientific research and technology.
  • D. Laurel A. Hawkins
    Laurel A. Hawkins is an American judge who serves on the Oregon Court of Appeals.
  • E. Kaye V. Dowling
    Kaye V. Dowling was the wife of American film, radio, and television actor Hugh Marlowe.
  • 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_69d6aadff8888190a13f253f0d460874 completed April 8, 2026, 7:22 p.m.
NER Named-entity recognition batch_69d8088a66f48190b2b4a56cd62097cf completed April 9, 2026, 8:14 p.m.
NED1 Entity disambiguation (via context triple) batch_69f018963218819097771032a88688af completed April 28, 2026, 2:16 a.m.
NEDg Description generation batch_69f01d7ab930819095eaae226ab55b80 completed April 28, 2026, 2:37 a.m.
NED2 Entity disambiguation (via description) batch_69f043ddbfe481908e0c439dbd3e944f completed April 28, 2026, 5:21 a.m.
Created at: April 8, 2026, 9:35 p.m.