Triple
T7147800
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Gary Johnson |
E166612
|
entity |
| Predicate | runningMate |
P1793
|
FINISHED |
| Object |
Bill Weld
Bill Weld is an American attorney and politician, best known as the former Republican governor of Massachusetts who later ran for vice president on the Libertarian ticket and challenged Donald Trump in the 2020 Republican presidential primaries.
|
E645621
|
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: Bill Weld | Statement: [Gary Johnson, runningMate, Bill Weld]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Bill Weld Context triple: [Gary Johnson, runningMate, Bill Weld]
-
A.
James C. Healey
James C. Healey was an American lawyer and Democratic politician who served as a U.S. Representative from New York in the mid-20th century.
-
B.
Michael Dukakis
Michael Dukakis is an American politician who served as the governor of Massachusetts and was the Democratic Party’s nominee for president in the 1988 election.
-
C.
John O. Pastore Jr.
John O. Pastore Jr. was an American public figure whose prominence led to his interment at Parklawn Memorial Park.
-
D.
Malcolm H. Wiener
Malcolm H. Wiener is an American philanthropist and former hedge fund manager known for his major contributions to social policy research and Aegean Bronze Age archaeology.
-
E.
Joseph W. Martin Jr.
Joseph W. Martin Jr. was an American Republican politician from Massachusetts who served as Speaker of the U.S. House of Representatives and was a prominent congressional leader in the mid-20th century.
- 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: Bill Weld Triple: [Gary Johnson, runningMate, Bill Weld]
Generated description
Bill Weld is an American attorney and politician, best known as the former Republican governor of Massachusetts who later ran for vice president on the Libertarian ticket and challenged Donald Trump in the 2020 Republican presidential primaries.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Bill Weld Target entity description: Bill Weld is an American attorney and politician, best known as the former Republican governor of Massachusetts who later ran for vice president on the Libertarian ticket and challenged Donald Trump in the 2020 Republican presidential primaries.
-
A.
James C. Healey
James C. Healey was an American lawyer and Democratic politician who served as a U.S. Representative from New York in the mid-20th century.
-
B.
Michael Dukakis
Michael Dukakis is an American politician who served as the governor of Massachusetts and was the Democratic Party’s nominee for president in the 1988 election.
-
C.
John O. Pastore Jr.
John O. Pastore Jr. was an American public figure whose prominence led to his interment at Parklawn Memorial Park.
-
D.
Malcolm H. Wiener
Malcolm H. Wiener is an American philanthropist and former hedge fund manager known for his major contributions to social policy research and Aegean Bronze Age archaeology.
-
E.
Joseph W. Martin Jr.
Joseph W. Martin Jr. was an American Republican politician from Massachusetts who served as Speaker of the U.S. House of Representatives and was a prominent congressional leader in the mid-20th century.
- 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_69c68886779c8190a8e3fbabffe68253 |
completed | March 27, 2026, 1:39 p.m. |
| NER | Named-entity recognition | batch_69c6e7d6313c8190bdd34e700fc65502 |
completed | March 27, 2026, 8:25 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69c7ada513388190a02a3733bfedf0f7 |
completed | March 28, 2026, 10:29 a.m. |
| NEDg | Description generation | batch_69c7ae830c74819091d6d65ac6fba32b |
completed | March 28, 2026, 10:33 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69c7af1133b08190a32dccf82015c19e |
completed | March 28, 2026, 10:36 a.m. |
Created at: March 27, 2026, 2:46 p.m.