Triple
T16241418
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Chuck Grassley |
E394254
|
entity |
| Predicate | spouse |
P13
|
FINISHED |
| Object |
Barbara Grassley
Barbara Grassley is the longtime wife of U.S. Senator Chuck Grassley and a low-profile political spouse known mainly for her support of his extensive political career.
|
E1203184
|
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: Barbara Grassley | Statement: [Chuck Grassley, spouse, Barbara Grassley]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Barbara Grassley Context triple: [Chuck Grassley, spouse, Barbara Grassley]
-
A.
Barbara Mikulski
Barbara Mikulski is a longtime American politician who served as a U.S. Senator from Maryland and is known for her influential role in supporting science, space research, and public service.
-
B.
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.
-
C.
Maria Cantwell
Maria Cantwell is a long-serving Democratic U.S. Senator from Washington known for her work on technology, energy, and consumer protection issues.
-
D.
Patricia Schroeder
Patricia Schroeder was a pioneering American politician and long-serving U.S. Representative from Colorado known for her advocacy on women's rights, family issues, and government reform.
-
E.
Nita Lowey
Nita Lowey is an American Democratic politician who represented New York in the U.S. House of Representatives for over three decades and chaired the powerful House Appropriations Committee.
- 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 Grassley Triple: [Chuck Grassley, spouse, Barbara Grassley]
Generated description
Barbara Grassley is the longtime wife of U.S. Senator Chuck Grassley and a low-profile political spouse known mainly for her support of his extensive political career.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Barbara Grassley Target entity description: Barbara Grassley is the longtime wife of U.S. Senator Chuck Grassley and a low-profile political spouse known mainly for her support of his extensive political career.
-
A.
Barbara Mikulski
Barbara Mikulski is a longtime American politician who served as a U.S. Senator from Maryland and is known for her influential role in supporting science, space research, and public service.
-
B.
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.
-
C.
Maria Cantwell
Maria Cantwell is a long-serving Democratic U.S. Senator from Washington known for her work on technology, energy, and consumer protection issues.
-
D.
Patricia Schroeder
Patricia Schroeder was a pioneering American politician and long-serving U.S. Representative from Colorado known for her advocacy on women's rights, family issues, and government reform.
-
E.
Nita Lowey
Nita Lowey is an American Democratic politician who represented New York in the U.S. House of Representatives for over three decades and chaired the powerful House Appropriations Committee.
- 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_69d87f2171208190951025e526947816 |
completed | April 10, 2026, 4:40 a.m. |
| NER | Named-entity recognition | batch_69e2455e1ce08190b97e2ab3e8c6d535 |
completed | April 17, 2026, 2:36 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a0017afc578819086478bbdddc149df |
completed | May 10, 2026, 5:29 a.m. |
| NEDg | Description generation | batch_6a0018a2e8c08190a27c242f635b54ee |
completed | May 10, 2026, 5:33 a.m. |
| NED2 | Entity disambiguation (via description) | batch_6a0018f6de84819087b8e97b0400c77d |
completed | May 10, 2026, 5:34 a.m. |
Created at: April 10, 2026, 5:04 a.m.