Triple
T1801793
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Finkelstein |
E39736
|
entity |
| Predicate | hasNotableBearer |
P458
|
FINISHED |
| Object |
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.
|
E202352
|
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: Amy Finkelstein | Statement: [Finkelstein, hasNotableBearer, Amy Finkelstein]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Amy Finkelstein Context triple: [Finkelstein, hasNotableBearer, Amy Finkelstein]
-
A.
Melissa Corken
Melissa Corken is a music industry figure best known as the founder of the World Music Awards, an international awards show recognizing global recording artists.
-
B.
Andrea Sperling
Andrea Sperling is an American film producer known for her work on independent and art-house films, including the acclaimed romantic drama "Like Crazy."
-
C.
Alison R. Rosenzweig
Alison R. Rosenzweig is a film producer best known for her work on genre and horror projects, including the 2011 remake of "Fright Night."
-
D.
Erica Sherover
Erica Sherover was a scholar and activist best known as the partner and later wife of critical theorist Herbert Marcuse, with whom she collaborated intellectually and politically.
-
E.
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.
- 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: Amy Finkelstein Triple: [Finkelstein, hasNotableBearer, Amy Finkelstein]
Generated description
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.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Amy Finkelstein Target entity description: 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.
-
A.
Melissa Corken
Melissa Corken is a music industry figure best known as the founder of the World Music Awards, an international awards show recognizing global recording artists.
-
B.
Andrea Sperling
Andrea Sperling is an American film producer known for her work on independent and art-house films, including the acclaimed romantic drama "Like Crazy."
-
C.
Alison R. Rosenzweig
Alison R. Rosenzweig is a film producer best known for her work on genre and horror projects, including the 2011 remake of "Fright Night."
-
D.
Erica Sherover
Erica Sherover was a scholar and activist best known as the partner and later wife of critical theorist Herbert Marcuse, with whom she collaborated intellectually and politically.
-
E.
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.
- 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_69a88632aa588190ba3978fde0db5bbd |
completed | March 4, 2026, 7:21 p.m. |
| NER | Named-entity recognition | batch_69aa656c4c5481908468c6e6f9c4bfc0 |
completed | March 6, 2026, 5:26 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69adb5db1c7c81908c25e62dca1cb825 |
completed | March 8, 2026, 5:46 p.m. |
| NEDg | Description generation | batch_69adb8b6d160819096dc02323049101d |
completed | March 8, 2026, 5:58 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69adb9bafd688190a66a835c6a8163e3 |
completed | March 8, 2026, 6:02 p.m. |
Created at: March 4, 2026, 7:32 p.m.