Triple
T8145982
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Arlen Specter |
E190211
|
entity |
| Predicate | spouse |
P13
|
FINISHED |
| Object |
Joan Levy Specter
Joan Levy Specter is an American civic leader and former Philadelphia City Council member known for her work in local politics and public service, and as the wife of the late U.S. Senator Arlen Specter.
|
E720265
|
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: Joan Levy Specter | Statement: [Arlen Specter, spouse, Joan Levy Specter]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Joan Levy Specter Context triple: [Arlen Specter, spouse, Joan Levy Specter]
-
A.
Judith Kilpatrick
Judith Kilpatrick is a notable individual recognized as a prominent bearer of the surname Kilpatrick.
-
B.
Lindsay Boxer
Lindsay Boxer is a tough, determined San Francisco homicide detective who leads the close-knit group of women solving high-profile crimes in James Patterson’s Women’s Murder Club series.
-
C.
Marsha Emanuel
Marsha Emanuel is the mother of American talent agent and Endeavor CEO Ari Emanuel, and part of the prominent Emanuel family that includes former Chicago mayor Rahm Emanuel.
-
D.
Margaret Cuomo
Margaret Cuomo is an American radiologist, author, and health advocate known for her work in cancer prevention and public health education.
-
E.
Nancy Covey
Nancy Covey is an American music producer and tour manager known for organizing folk and world music events and for her long association with British singer-songwriter Richard Thompson.
- 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: Joan Levy Specter Triple: [Arlen Specter, spouse, Joan Levy Specter]
Generated description
Joan Levy Specter is an American civic leader and former Philadelphia City Council member known for her work in local politics and public service, and as the wife of the late U.S. Senator Arlen Specter.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Joan Levy Specter Target entity description: Joan Levy Specter is an American civic leader and former Philadelphia City Council member known for her work in local politics and public service, and as the wife of the late U.S. Senator Arlen Specter.
-
A.
Judith Kilpatrick
Judith Kilpatrick is a notable individual recognized as a prominent bearer of the surname Kilpatrick.
-
B.
Lindsay Boxer
Lindsay Boxer is a tough, determined San Francisco homicide detective who leads the close-knit group of women solving high-profile crimes in James Patterson’s Women’s Murder Club series.
-
C.
Marsha Emanuel
Marsha Emanuel is the mother of American talent agent and Endeavor CEO Ari Emanuel, and part of the prominent Emanuel family that includes former Chicago mayor Rahm Emanuel.
-
D.
Margaret Cuomo
Margaret Cuomo is an American radiologist, author, and health advocate known for her work in cancer prevention and public health education.
-
E.
Nancy Covey
Nancy Covey is an American music producer and tour manager known for organizing folk and world music events and for her long association with British singer-songwriter Richard Thompson.
- 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_69ca82be7ba8819087de0147e9292c83 |
completed | March 30, 2026, 2:03 p.m. |
| NER | Named-entity recognition | batch_69cb4447dbc48190affb0f34f6c85f5a |
completed | March 31, 2026, 3:49 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69cd346391fc8190a3cb45e59d9dcfcd |
completed | April 1, 2026, 3:06 p.m. |
| NEDg | Description generation | batch_69cd37e96d7c8190b486d3e33a7f4f82 |
completed | April 1, 2026, 3:21 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69cd4e9d362481908283d58b03c7ef9b |
completed | April 1, 2026, 4:58 p.m. |
Created at: March 30, 2026, 5:36 p.m.