Triple

T1248564
Position Surface form Disambiguated ID Type / Status
Subject Stafford Act E26822 entity
Predicate namedAfter P63 FINISHED
Object Robert T. Stafford
Robert T. Stafford was a U.S. politician from Vermont who served as both governor and long-time member of Congress, known for his work on education, environmental protection, and disaster relief legislation.
E175999 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: Robert T. Stafford | Statement: [Stafford Act, namedAfter, Robert T. Stafford]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Robert T. Stafford
Context triple: [Stafford Act, namedAfter, Robert T. Stafford]
  • A. William D. Stephens
    William D. Stephens was an American Republican politician who served as the 24th governor of California from 1917 to 1923.
  • B. William Rogers
    William Rogers is a common personal name shared by numerous individuals across history, including politicians, educators, and public figures.
  • C. Vernon L. Walker
    Vernon L. Walker was an American cinematographer and visual effects artist best known for his pioneering work on early Hollywood fantasy and adventure films, including the original 1933 King Kong.
  • D. George R. Brown
    George R. Brown was an American engineer, entrepreneur, and philanthropist best known as a co-founder of the construction firm Brown & Root and a major benefactor of educational and civic institutions in Houston, Texas.
  • E. William F. Raynolds
    William F. Raynolds was a 19th-century U.S. Army officer and explorer known for his surveying and exploratory expeditions in North America and beyond.
  • 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: Robert T. Stafford
Triple: [Stafford Act, namedAfter, Robert T. Stafford]
Generated description
Robert T. Stafford was a U.S. politician from Vermont who served as both governor and long-time member of Congress, known for his work on education, environmental protection, and disaster relief legislation.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Robert T. Stafford
Target entity description: Robert T. Stafford was a U.S. politician from Vermont who served as both governor and long-time member of Congress, known for his work on education, environmental protection, and disaster relief legislation.
  • A. William D. Stephens
    William D. Stephens was an American Republican politician who served as the 24th governor of California from 1917 to 1923.
  • B. William Rogers
    William Rogers is a common personal name shared by numerous individuals across history, including politicians, educators, and public figures.
  • C. Vernon L. Walker
    Vernon L. Walker was an American cinematographer and visual effects artist best known for his pioneering work on early Hollywood fantasy and adventure films, including the original 1933 King Kong.
  • D. George R. Brown
    George R. Brown was an American engineer, entrepreneur, and philanthropist best known as a co-founder of the construction firm Brown & Root and a major benefactor of educational and civic institutions in Houston, Texas.
  • E. William F. Raynolds
    William F. Raynolds was a 19th-century U.S. Army officer and explorer known for his surveying and exploratory expeditions in North America and beyond.
  • 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_69a49487a9c48190ba9b05348fd1b53f completed March 1, 2026, 7:33 p.m.
NER Named-entity recognition batch_69a4bf827e088190a16d845cea14f2c9 completed March 1, 2026, 10:36 p.m.
NED1 Entity disambiguation (via context triple) batch_69ad308179bc81909716b3acb9d59ea1 completed March 8, 2026, 8:17 a.m.
NEDg Description generation batch_69ad31dcdef0819093276857b247ecea completed March 8, 2026, 8:22 a.m.
NED2 Entity disambiguation (via description) batch_69ad32f287008190b66c9e626a0f39f1 completed March 8, 2026, 8:27 a.m.
Created at: March 1, 2026, 7:47 p.m.