Triple
T16445669
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Abraham Robinson |
E399416
|
entity |
| Predicate | spouse |
P13
|
FINISHED |
| Object |
Rosemary Robinson
Rosemary Robinson was the wife of influential mathematician and logician Abraham Robinson, known for her association with his personal and academic life.
|
E1221800
|
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: Rosemary Robinson | Statement: [Abraham Robinson, spouse, Rosemary Robinson]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Rosemary Robinson Context triple: [Abraham Robinson, spouse, Rosemary Robinson]
-
A.
Dorothy B. Hughes
Dorothy B. Hughes was an American crime and noir novelist and critic, best known for her psychologically complex suspense fiction that was frequently adapted for film.
-
B.
Margaret Millar
Margaret Millar was a Canadian-American mystery and suspense novelist renowned for her psychologically complex crime fiction and influential contributions to mid-20th-century detective literature.
-
C.
Beverly Lowry
Beverly Lowry is an American author known for her novels and nonfiction works that often explore Southern life, crime, and complex female characters.
-
D.
Mary K. Vernon
Mary K. Vernon is a computer scientist known for her research in computer systems performance and for mentoring prominent scholars in the field.
-
E.
Kati Marton
Kati Marton is a Hungarian-American author and journalist known for her books on history, politics, and human rights, often drawing on her own family's experiences in Cold War–era Eastern Europe.
- 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: Rosemary Robinson Triple: [Abraham Robinson, spouse, Rosemary Robinson]
Generated description
Rosemary Robinson was the wife of influential mathematician and logician Abraham Robinson, known for her association with his personal and academic life.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Rosemary Robinson Target entity description: Rosemary Robinson was the wife of influential mathematician and logician Abraham Robinson, known for her association with his personal and academic life.
-
A.
Dorothy B. Hughes
Dorothy B. Hughes was an American crime and noir novelist and critic, best known for her psychologically complex suspense fiction that was frequently adapted for film.
-
B.
Margaret Millar
Margaret Millar was a Canadian-American mystery and suspense novelist renowned for her psychologically complex crime fiction and influential contributions to mid-20th-century detective literature.
-
C.
Beverly Lowry
Beverly Lowry is an American author known for her novels and nonfiction works that often explore Southern life, crime, and complex female characters.
-
D.
Mary K. Vernon
Mary K. Vernon is a computer scientist known for her research in computer systems performance and for mentoring prominent scholars in the field.
-
E.
Kati Marton
Kati Marton is a Hungarian-American author and journalist known for her books on history, politics, and human rights, often drawing on her own family's experiences in Cold War–era Eastern Europe.
- 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_69d87f2c6778819080fcfae53be8f12a |
completed | April 10, 2026, 4:40 a.m. |
| NER | Named-entity recognition | batch_69e32cdb5d908190bb6c5cb3c794cf4b |
completed | April 18, 2026, 7:03 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a006ecfd99c8190a4375a0f62aa50d1 |
completed | May 10, 2026, 11:41 a.m. |
| NEDg | Description generation | batch_6a006f50b70881908f047c44bd471d00 |
completed | May 10, 2026, 11:43 a.m. |
| NED2 | Entity disambiguation (via description) | batch_6a0070aee0248190b3463b98a739d1ae |
completed | May 10, 2026, 11:49 a.m. |
Created at: April 10, 2026, 5:10 a.m.