Triple

T12153396
Position Surface form Disambiguated ID Type / Status
Subject Miami Palmetto Senior High School E289512 entity
Predicate notableAlumnusOccupation P4387 FINISHED
Object Donna Shalala – former U.S. Secretary of Health and Human Services E421155 NE FINISHED

How this triple was built (2 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: Donna Shalala – former U.S. Secretary of Health and Human Services | Statement: [Miami Palmetto Senior High School, notableAlumnusOccupation, Donna Shalala – former U.S. Secretary of Health and Human Services]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Donna Shalala – former U.S. Secretary of Health and Human Services
Context triple: [Miami Palmetto Senior High School, notableAlumnusOccupation, Donna Shalala – former U.S. Secretary of Health and Human Services]
  • A. Donna E. Shalala chosen
    Donna E. Shalala is an American academic and public servant best known for serving as U.S. Secretary of Health and Human Services and as president of the University of Miami.
  • B. Carol Browner
    Carol Browner is an American environmental policy expert and former head of the U.S. Environmental Protection Agency who has held several senior roles in Democratic administrations.
  • C. Elinor Quarles
    Elinor Quarles is a central fictional character in Aldous Huxley’s novel "Point Counter Point," representing the emotional and moral complexities of modern relationships.
  • D. Margaret Heckler
    Margaret Heckler was an American politician and diplomat who served as a U.S. Representative from Massachusetts, Secretary of Health and Human Services, and later as U.S. Ambassador to Ireland.
  • E. Bernadine Harris
    Bernadine Harris is a central character in Terry McMillan’s novel and its film adaptation "Waiting to Exhale," known for her journey through divorce, self-discovery, and empowerment.
  • F. None of above.
  • G. Unsure - the case is ambiguous/there is not enough information to decide.

Provenance (3 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_69d6ab4c6710819097a9d228382dde43 completed April 8, 2026, 7:23 p.m.
NER Named-entity recognition batch_69d915bf615c8190ad5f8ae8665678dc completed April 10, 2026, 3:22 p.m.
NED1 Entity disambiguation (via context triple) batch_69f5f69aa2e88190aaa58468571d6dad completed May 2, 2026, 1:05 p.m.
Created at: April 8, 2026, 9:50 p.m.