Triple
T16176638
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Arnold Gingrich |
E392579
|
entity |
| Predicate | spouse |
P13
|
FINISHED |
| Object |
Estelle Feldman Gingrich
Estelle Feldman Gingrich was the wife of Arnold Gingrich, the co-founder and longtime editor of Esquire magazine.
|
E1197145
|
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: Estelle Feldman Gingrich | Statement: [Arnold Gingrich, spouse, Estelle Feldman Gingrich]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Estelle Feldman Gingrich Context triple: [Arnold Gingrich, spouse, Estelle Feldman Gingrich]
-
A.
Kathleen Gingrich
Kathleen Gingrich was an American author and television personality best known as the outspoken mother of former U.S. House Speaker Newt Gingrich.
-
B.
Ginni Thomas
Ginni Thomas is an American conservative activist and attorney best known as the wife of U.S. Supreme Court Justice Clarence Thomas and for her influential role in right-wing political advocacy.
-
C.
Mary Robinson Koch
Mary Robinson Koch was the wife of American chemical engineer and industrialist Fred C. Koch and the mother of the prominent Koch family heirs.
-
D.
Nancy Fallon
Nancy Fallon is the teenage protagonist of the film "Teenage Rebel," whose struggles with family and identity drive the story’s emotional conflict.
-
E.
Martha Raddatz
Martha Raddatz is an American journalist and television news anchor best known as ABC News’ chief global affairs correspondent and a prominent moderator of U.S. political debates.
- 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: Estelle Feldman Gingrich Triple: [Arnold Gingrich, spouse, Estelle Feldman Gingrich]
Generated description
Estelle Feldman Gingrich was the wife of Arnold Gingrich, the co-founder and longtime editor of Esquire magazine.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Estelle Feldman Gingrich Target entity description: Estelle Feldman Gingrich was the wife of Arnold Gingrich, the co-founder and longtime editor of Esquire magazine.
-
A.
Kathleen Gingrich
Kathleen Gingrich was an American author and television personality best known as the outspoken mother of former U.S. House Speaker Newt Gingrich.
-
B.
Ginni Thomas
Ginni Thomas is an American conservative activist and attorney best known as the wife of U.S. Supreme Court Justice Clarence Thomas and for her influential role in right-wing political advocacy.
-
C.
Mary Robinson Koch
Mary Robinson Koch was the wife of American chemical engineer and industrialist Fred C. Koch and the mother of the prominent Koch family heirs.
-
D.
Nancy Fallon
Nancy Fallon is the teenage protagonist of the film "Teenage Rebel," whose struggles with family and identity drive the story’s emotional conflict.
-
E.
Martha Raddatz
Martha Raddatz is an American journalist and television news anchor best known as ABC News’ chief global affairs correspondent and a prominent moderator of U.S. political debates.
- 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_69d87f1d32208190942e4e499a80c18c |
completed | April 10, 2026, 4:39 a.m. |
| NER | Named-entity recognition | batch_69e21ebb7d048190beba4b584f87d5b0 |
completed | April 17, 2026, 11:51 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69fff7c11bc881909211a668f48092aa |
completed | May 10, 2026, 3:13 a.m. |
| NEDg | Description generation | batch_69fff83b56288190a139f6fbf7b4d1b3 |
completed | May 10, 2026, 3:15 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69fff89eb66481909441b9bdfcada550 |
completed | May 10, 2026, 3:16 a.m. |
Created at: April 10, 2026, 5:02 a.m.