Triple
T1942033
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Sidney Verba |
E41575
|
entity |
| Predicate | coAuthor |
P398
|
FINISHED |
| Object |
Kay Lehman Schlozman
Kay Lehman Schlozman is an American political scientist known for her influential research on political participation, civic engagement, and inequality in democratic politics.
|
E220842
|
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: Kay Lehman Schlozman | Statement: [Sidney Verba, coAuthor, Kay Lehman Schlozman]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Kay Lehman Schlozman Context triple: [Sidney Verba, coAuthor, Kay Lehman Schlozman]
-
A.
Amy Finkelstein
Amy Finkelstein is an American economist known for her influential research on health insurance, public finance, and the impact of government policy on healthcare markets.
-
B.
Nancy Shevell
Nancy Shevell is an American businesswoman and heiress best known for her long-term relationship and marriage to musician Paul McCartney.
-
C.
Karen E. Spilka
Karen E. Spilka is an American politician and attorney who serves as President of the Massachusetts Senate and represents the MetroWest region in the state legislature.
-
D.
Marla Lerner Tanenbaum
Marla Lerner Tanenbaum is an American philanthropist and baseball executive best known as a principal owner of the Washington Nationals and for her leadership in charitable and community initiatives.
-
E.
Linda Pizzuti Henry
Linda Pizzuti Henry is an American businesswoman and media executive, known for her leadership role at The Boston Globe and involvement in Fenway Sports Group.
- 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: Kay Lehman Schlozman Triple: [Sidney Verba, coAuthor, Kay Lehman Schlozman]
Generated description
Kay Lehman Schlozman is an American political scientist known for her influential research on political participation, civic engagement, and inequality in democratic politics.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Kay Lehman Schlozman Target entity description: Kay Lehman Schlozman is an American political scientist known for her influential research on political participation, civic engagement, and inequality in democratic politics.
-
A.
Amy Finkelstein
Amy Finkelstein is an American economist known for her influential research on health insurance, public finance, and the impact of government policy on healthcare markets.
-
B.
Nancy Shevell
Nancy Shevell is an American businesswoman and heiress best known for her long-term relationship and marriage to musician Paul McCartney.
-
C.
Karen E. Spilka
Karen E. Spilka is an American politician and attorney who serves as President of the Massachusetts Senate and represents the MetroWest region in the state legislature.
-
D.
Marla Lerner Tanenbaum
Marla Lerner Tanenbaum is an American philanthropist and baseball executive best known as a principal owner of the Washington Nationals and for her leadership in charitable and community initiatives.
-
E.
Linda Pizzuti Henry
Linda Pizzuti Henry is an American businesswoman and media executive, known for her leadership role at The Boston Globe and involvement in Fenway Sports Group.
- 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_69a88649b24c819080047f26b6db2ded |
completed | March 4, 2026, 7:21 p.m. |
| NER | Named-entity recognition | batch_69abb2fc98e881909a539c0ebf842d8b |
completed | March 7, 2026, 5:09 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69adfbb7616881908bfc82997538ca08 |
completed | March 8, 2026, 10:44 p.m. |
| NEDg | Description generation | batch_69adfc2b6a0c8190a9129dc0a930d1b1 |
completed | March 8, 2026, 10:46 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69adfd3ecb7881909a6692bb58211c2e |
completed | March 8, 2026, 10:50 p.m. |
Created at: March 4, 2026, 7:36 p.m.