Triple
T6620128
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Lincoln |
E149651
|
entity |
| Predicate | hasNotableBearer |
P458
|
FINISHED |
| Object |
Blanche Lincoln
Blanche Lincoln is an American Democratic politician who served as a U.S. Senator from Arkansas from 1999 to 2011.
|
E601137
|
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: Blanche Lincoln | Statement: [Lincoln, hasNotableBearer, Blanche Lincoln]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Blanche Lincoln Context triple: [Lincoln, hasNotableBearer, Blanche Lincoln]
-
A.
Marta Heflin
Marta Heflin was an American actress best known for her roles in several of Robert Altman’s ensemble films during the 1970s and 1980s.
-
B.
Kim Roth
Kim Roth is a film producer best known for her work on critically acclaimed dramas such as "Mudbound."
-
C.
Sandi Marshall
Sandi Marshall is the wife of Bill Marshall.
-
D.
Elizabeth Dole
Elizabeth Dole is an American politician and former U.S. senator and cabinet secretary known for her leadership roles in government and public service.
-
E.
Kay Bailey Hutchison
Kay Bailey Hutchison is an American attorney and Republican politician who served as a long-time U.S. Senator from Texas.
- 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: Blanche Lincoln Triple: [Lincoln, hasNotableBearer, Blanche Lincoln]
Generated description
Blanche Lincoln is an American Democratic politician who served as a U.S. Senator from Arkansas from 1999 to 2011.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Blanche Lincoln Target entity description: Blanche Lincoln is an American Democratic politician who served as a U.S. Senator from Arkansas from 1999 to 2011.
-
A.
Marta Heflin
Marta Heflin was an American actress best known for her roles in several of Robert Altman’s ensemble films during the 1970s and 1980s.
-
B.
Kim Roth
Kim Roth is a film producer best known for her work on critically acclaimed dramas such as "Mudbound."
-
C.
Sandi Marshall
Sandi Marshall is the wife of Bill Marshall.
-
D.
Elizabeth Dole
Elizabeth Dole is an American politician and former U.S. senator and cabinet secretary known for her leadership roles in government and public service.
-
E.
Kay Bailey Hutchison
Kay Bailey Hutchison is an American attorney and Republican politician who served as a long-time U.S. Senator from Texas.
- 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_69c687ed8a9c81908bb671717cb192ef |
completed | March 27, 2026, 1:36 p.m. |
| NER | Named-entity recognition | batch_69c6af7aff44819089da6145e1ef5f76 |
completed | March 27, 2026, 4:25 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69c6cbe2bcfc8190a3224c688443edc9 |
completed | March 27, 2026, 6:26 p.m. |
| NEDg | Description generation | batch_69c6cd89b51c81909ea17d391732630e |
completed | March 27, 2026, 6:33 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69c6ce70442c8190a12a6c6eb76c5269 |
completed | March 27, 2026, 6:37 p.m. |
Created at: March 27, 2026, 1:58 p.m.