Triple
T2953013
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Shirley Williams |
E79864
|
entity |
| Predicate | spouse |
P13
|
FINISHED |
| Object |
Richard Neustadt
Richard Neustadt was an influential American political scientist and presidential scholar best known for his work on U.S. executive power, particularly his book "Presidential Power."
|
E315106
|
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: Richard Neustadt | Statement: [Shirley Williams, spouse, Richard Neustadt]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Richard Neustadt Context triple: [Shirley Williams, spouse, Richard Neustadt]
-
A.
Walter Neustadt
Walter Neustadt was a philanthropist and patron of the arts whose legacy is honored through the prestigious Neustadt International Prize for Literature.
-
B.
Gabriel A. Almond
Gabriel A. Almond was an influential American political scientist known for his pioneering work in comparative politics and political culture.
-
C.
Samuel P. Huntington
Samuel P. Huntington was an influential American political scientist best known for his theories on civil-military relations, political order, and the "clash of civilizations."
-
D.
Christopher Nourse
Christopher Nourse is a British arts administrator and producer known for his leadership roles in major dance and performing arts organizations.
-
E.
James G. March
James G. March was an influential organizational theorist and political scientist known for his work on decision-making, organizational behavior, and the "garbage can" model of organizational choice.
- 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: Richard Neustadt Triple: [Shirley Williams, spouse, Richard Neustadt]
Generated description
Richard Neustadt was an influential American political scientist and presidential scholar best known for his work on U.S. executive power, particularly his book "Presidential Power."
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Richard Neustadt Target entity description: Richard Neustadt was an influential American political scientist and presidential scholar best known for his work on U.S. executive power, particularly his book "Presidential Power."
-
A.
Walter Neustadt
Walter Neustadt was a philanthropist and patron of the arts whose legacy is honored through the prestigious Neustadt International Prize for Literature.
-
B.
Gabriel A. Almond
Gabriel A. Almond was an influential American political scientist known for his pioneering work in comparative politics and political culture.
-
C.
Samuel P. Huntington
Samuel P. Huntington was an influential American political scientist best known for his theories on civil-military relations, political order, and the "clash of civilizations."
-
D.
Christopher Nourse
Christopher Nourse is a British arts administrator and producer known for his leadership roles in major dance and performing arts organizations.
-
E.
James G. March
James G. March was an influential organizational theorist and political scientist known for his work on decision-making, organizational behavior, and the "garbage can" model of organizational choice.
- 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_69ad8b1276588190a374a0b12e0f7bdf |
completed | March 8, 2026, 2:43 p.m. |
| NER | Named-entity recognition | batch_69ad98fe4b688190a0f68c4f80cd6f8f |
completed | March 8, 2026, 3:42 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b0fc82d1248190869beffffc0bf956 |
completed | March 11, 2026, 5:24 a.m. |
| NEDg | Description generation | batch_69b0fd25e07c819088b2b1bcef4cf54e |
completed | March 11, 2026, 5:27 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69b100ecbee081908832ddec0efdc751 |
completed | March 11, 2026, 5:43 a.m. |
Created at: March 8, 2026, 2:57 p.m.