Triple
T357898
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Hillary Clinton |
E7583
|
entity |
| Predicate | succeededAsFirstLadyOfTheUnitedStatesBy |
P12281
|
FINISHED |
| Object |
Laura Bush
Laura Bush is an American educator and former librarian who served as First Lady of the United States from 2001 to 2009 during the presidency of her husband, George W. Bush.
|
E53705
|
NE FINISHED |
How this triple was built (5 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: Laura Bush | Statement: [Hillary Clinton, succeededAsFirstLadyOfTheUnitedStatesBy, Laura Bush]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Laura Bush Context triple: [Hillary Clinton, succeededAsFirstLadyOfTheUnitedStatesBy, Laura Bush]
-
A.
Barbara Bush
Barbara Bush was the former First Lady of the United States and a prominent advocate for family literacy, known for her down-to-earth style and public service.
-
B.
Michelle Obama
Michelle Obama is an American lawyer, author, and former First Lady of the United States known for her advocacy on education, health, and military families.
-
C.
Jill Biden
Jill Biden is an American educator and the First Lady of the United States, known for her long career in teaching and her advocacy for military families, community colleges, and cancer research.
-
D.
Madge Gates Wallace
Madge Gates Wallace was the mother of Bess Truman and mother-in-law of U.S. President Harry S. Truman, known for her strong personality and complex relationship with her son-in-law.
-
E.
Nancy Reagan
Nancy Reagan was an American actress and First Lady of the United States, known for her influential role in the Reagan administration and her "Just Say No" anti-drug campaign.
- 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: Laura Bush Triple: [Hillary Clinton, succeededAsFirstLadyOfTheUnitedStatesBy, Laura Bush]
Generated description
Laura Bush is an American educator and former librarian who served as First Lady of the United States from 2001 to 2009 during the presidency of her husband, George W. Bush.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Laura Bush Target entity description: Laura Bush is an American educator and former librarian who served as First Lady of the United States from 2001 to 2009 during the presidency of her husband, George W. Bush.
-
A.
Barbara Bush
Barbara Bush was the former First Lady of the United States and a prominent advocate for family literacy, known for her down-to-earth style and public service.
-
B.
Michelle Obama
Michelle Obama is an American lawyer, author, and former First Lady of the United States known for her advocacy on education, health, and military families.
-
C.
Jill Biden
Jill Biden is an American educator and the First Lady of the United States, known for her long career in teaching and her advocacy for military families, community colleges, and cancer research.
-
D.
Madge Gates Wallace
Madge Gates Wallace was the mother of Bess Truman and mother-in-law of U.S. President Harry S. Truman, known for her strong personality and complex relationship with her son-in-law.
-
E.
Nancy Reagan
Nancy Reagan was an American actress and First Lady of the United States, known for her influential role in the Reagan administration and her "Just Say No" anti-drug campaign.
- F. None of above. chosen
PD
Predicate disambiguation
gpt-5-mini-2025-08-07
Target predicate: succeededAsFirstLadyOfTheUnitedStatesBy Context triple: [Hillary Clinton, succeededAsFirstLadyOfTheUnitedStatesBy, Laura Bush]
-
A.
succeededAsVicePresidentBy
Indicates that one individual ceased serving as vice president and was followed in that office by another specific individual.
-
B.
precededAsVicePresidentBy
Indicates that one entity served as vice president immediately before another entity in a sequence of officeholders.
-
C.
inauguratedBy
Indicates that an official event, institution, or position was formally opened, initiated, or brought into operation by a specific person or authority.
-
D.
isFirstFemaleHolderOfOffice
Indicates that a person is the first woman ever to hold a particular office or position.
-
E.
succeededByAs24thPresident
Indicates that one entity was directly followed in office by another entity specifically as the 24th president.
- F. None of above. chosen
Provenance (7 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_69a2e7e696948190bebc966535995e45 |
completed | Feb. 28, 2026, 1:04 p.m. |
| NER | Named-entity recognition | batch_69a2ebb0e348819086e3ccd96c7b129e |
completed | Feb. 28, 2026, 1:20 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69a42a11882081909636a47397fbfc13 |
completed | March 1, 2026, 11:59 a.m. |
| NEDg | Description generation | batch_69a42a7dc3108190ad644aee25d95d50 |
completed | March 1, 2026, 12:01 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69a42b19e7148190816b50e00319b12b |
completed | March 1, 2026, 12:03 p.m. |
| PD | Predicate disambiguation | batch_69a2e959ce948190a201c017eecb7c95 |
completed | Feb. 28, 2026, 1:10 p.m. |
| PDg | Predicate description generation | batch_69a2ea2c44408190946267525c88e811 |
completed | Feb. 28, 2026, 1:14 p.m. |
Created at: Feb. 28, 2026, 1:08 p.m.