Triple

T16870575
Position Surface form Disambiguated ID Type / Status
Subject Donna E. Shalala E421155 entity
Predicate familyName P18 FINISHED
Object Shalala
Shalala is the surname of Donna E. Shalala, an American academic and politician who served as U.S. Secretary of Health and Human Services and president of the University of Miami.
 E1238433 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: Shalala | Statement: [Donna E. Shalala, familyName, Shalala]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Shalala
Context triple: [Donna E. Shalala, familyName, Shalala]
  • A. Sharon Kristin Harmon
    Sharon Kristin Harmon, better known as Kristin Harmon, was an American actress and painter who was part of the prominent Nelson entertainment family.
  • B. Melinda Mullins
    Melinda Mullins is an American actress best known for her role on the 1990s AMC television series "Remember WENN."
  • C. Leah Ashley
    Leah Ashley is a fashion and lifestyle expert best known as a co-host and style contributor on the daytime talk show FABLife.
  • D. Arch Harris
    Arch Harris is a character in the 1971 Western film "The Hired Hand."
  • E. Loren J. Shriver
    Loren J. Shriver is a retired NASA astronaut and U.S. Air Force colonel who flew on three Space Shuttle missions and later served in leadership roles within NASA’s Space Shuttle program.
  • 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: Shalala
Triple: [Donna E. Shalala, familyName, Shalala]
Generated description
Shalala is the surname of Donna E. Shalala, an American academic and politician who served as U.S. Secretary of Health and Human Services and president of the University of Miami.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Shalala
Target entity description: Shalala is the surname of Donna E. Shalala, an American academic and politician who served as U.S. Secretary of Health and Human Services and president of the University of Miami.
  • A. Sharon Kristin Harmon
    Sharon Kristin Harmon, better known as Kristin Harmon, was an American actress and painter who was part of the prominent Nelson entertainment family.
  • B. Melinda Mullins
    Melinda Mullins is an American actress best known for her role on the 1990s AMC television series "Remember WENN."
  • C. Leah Ashley
    Leah Ashley is a fashion and lifestyle expert best known as a co-host and style contributor on the daytime talk show FABLife.
  • D. Arch Harris
    Arch Harris is a character in the 1971 Western film "The Hired Hand."
  • E. Loren J. Shriver
    Loren J. Shriver is a retired NASA astronaut and U.S. Air Force colonel who flew on three Space Shuttle missions and later served in leadership roles within NASA’s Space Shuttle program.
  • 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_69d889d470fc8190b4aec199636c0c56 completed April 10, 2026, 5:25 a.m.
NER Named-entity recognition batch_69e3b7f1fe5881909b18438d771814e9 completed April 18, 2026, 4:57 p.m.
NED1 Entity disambiguation (via context triple) batch_6a00c2aeb9908190964a9403402186fb completed May 10, 2026, 5:38 p.m.
NEDg Description generation batch_6a00c3c25e9481908327bb6646212368 completed May 10, 2026, 5:43 p.m.
NED2 Entity disambiguation (via description) batch_6a00c44e37b48190a62b315ddbbd4ec4 completed May 10, 2026, 5:45 p.m.
Created at: April 10, 2026, 5:29 a.m.