Triple
T1119726
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Kamala Harris |
E11181
|
entity |
| Predicate | precededInSenateBy |
P25180
|
FINISHED |
| Object |
Barbara Boxer
Barbara Boxer is a former Democratic U.S. Senator from California who served from 1993 to 2017 and was known for her advocacy on environmental protection, women's rights, and progressive causes.
|
E129163
|
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: Barbara Boxer | Statement: [Kamala Harris, precededInSenateBy, Barbara Boxer]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Barbara Boxer Context triple: [Kamala Harris, precededInSenateBy, Barbara Boxer]
-
A.
John Garamendi
John Garamendi is an American politician and public official who has served in roles including California insurance commissioner and U.S. Representative.
-
B.
Nancy Pelosi
Nancy Pelosi is an American politician who served as the first female Speaker of the United States House of Representatives and a longtime leader of the Democratic Party in Congress.
-
C.
Louise Slaughter
Louise Slaughter was a long-serving Democratic member of the U.S. House of Representatives from New York, known for her work on health care, women's rights, and as the first woman to chair the House Rules Committee.
-
D.
Tammy Baldwin
Tammy Baldwin is a U.S. Senator from Wisconsin and the first openly gay woman elected to both the U.S. House of Representatives and the U.S. Senate.
-
E.
Lore Harp McGovern
Lore Harp McGovern is an entrepreneur and philanthropist best known for co-founding the McGovern Institute for Brain Research at MIT and supporting neuroscience and technology initiatives.
- 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: Barbara Boxer Triple: [Kamala Harris, precededInSenateBy, Barbara Boxer]
Generated description
Barbara Boxer is a former Democratic U.S. Senator from California who served from 1993 to 2017 and was known for her advocacy on environmental protection, women's rights, and progressive causes.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Barbara Boxer Target entity description: Barbara Boxer is a former Democratic U.S. Senator from California who served from 1993 to 2017 and was known for her advocacy on environmental protection, women's rights, and progressive causes.
-
A.
John Garamendi
John Garamendi is an American politician and public official who has served in roles including California insurance commissioner and U.S. Representative.
-
B.
Nancy Pelosi
Nancy Pelosi is an American politician who served as the first female Speaker of the United States House of Representatives and a longtime leader of the Democratic Party in Congress.
-
C.
Louise Slaughter
Louise Slaughter was a long-serving Democratic member of the U.S. House of Representatives from New York, known for her work on health care, women's rights, and as the first woman to chair the House Rules Committee.
-
D.
Tammy Baldwin
Tammy Baldwin is a U.S. Senator from Wisconsin and the first openly gay woman elected to both the U.S. House of Representatives and the U.S. Senate.
-
E.
Lore Harp McGovern
Lore Harp McGovern is an entrepreneur and philanthropist best known for co-founding the McGovern Institute for Brain Research at MIT and supporting neuroscience and technology initiatives.
- F. None of above. chosen
PD
Predicate disambiguation
gpt-5-mini-2025-08-07
Target predicate: precededInSenateBy Context triple: [Kamala Harris, precededInSenateBy, Barbara Boxer]
-
A.
precededInOfficeAsSenatorFromNewYorkBy
Indicates that one individual assumed the role of U.S. Senator from New York after another, who directly held the office immediately before them.
-
B.
precededAsVicePresidentBy
Indicates that one entity served as vice president immediately before another entity in a sequence of officeholders.
-
C.
representedInSenate
Indicates that an entity serves as a representative for another entity within a senate or upper legislative chamber.
-
D.
senateMembership
Indicates that an entity holds or has held a position as a member of a senate.
-
E.
sponsoredInSenateBy
Indicates that a legislative measure or proposal was formally introduced or championed in the Senate by a specific senator.
- 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_69a493252a648190ac48f8742474a5e8 |
completed | March 1, 2026, 7:27 p.m. |
| NER | Named-entity recognition | batch_69a4bc4bc21881909dcfe628f59f3e8c |
completed | March 1, 2026, 10:23 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ac539b6d9881909c3fe5890ae1f889 |
completed | March 7, 2026, 4:34 p.m. |
| NEDg | Description generation | batch_69ac554aec048190821801070d1a4852 |
completed | March 7, 2026, 4:41 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69ac55afd8c88190b0f2bbafc33ad8b7 |
completed | March 7, 2026, 4:43 p.m. |
| PD | Predicate disambiguation | batch_69a4bb4562f48190831e959f5f309956 |
completed | March 1, 2026, 10:18 p.m. |
| PDg | Predicate description generation | batch_69a4bc47fce48190825d3a877251f789 |
completed | March 1, 2026, 10:23 p.m. |
Created at: March 1, 2026, 7:43 p.m.