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.