Triple
T308391
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Isaac Asimov |
E6350
|
entity |
| Predicate | spouse |
P13
|
FINISHED |
| Object |
Gertrude Blugerman
Gertrude Blugerman was the first wife of renowned science fiction author Isaac Asimov, to whom he was married from 1942 until their divorce in 1973.
|
E158437
|
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: Gertrude Blugerman | Statement: [Isaac Asimov, spouse, Gertrude Blugerman]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Gertrude Blugerman Context triple: [Isaac Asimov, spouse, Gertrude Blugerman]
-
A.
Eleanor Baum
Eleanor Baum is an American electrical engineer and pioneering academic leader recognized for breaking gender barriers in engineering education and professional societies.
-
B.
Esther Ross
Esther Ross was the woman who served as the sponsor and ceremonial namesake figure for the U.S. Navy battleship USS Arizona (BB-39) at its christening.
-
C.
Elsa Löwenthal
Elsa Löwenthal, better known as Elsa Einstein, was the second wife and cousin of physicist Albert Einstein and often managed his personal and social affairs.
-
D.
Myra Kraft
Myra Kraft was an American philanthropist and community leader best known for her extensive charitable work in the Boston area and her role in guiding the philanthropic efforts of the Kraft family.
-
E.
Sally Kornbluth
Sally Kornbluth is an American cell biologist and academic leader who became the 18th president of the Massachusetts Institute of Technology.
- 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: Gertrude Blugerman Triple: [Isaac Asimov, spouse, Gertrude Blugerman]
Generated description
Gertrude Blugerman was the first wife of renowned science fiction author Isaac Asimov, to whom he was married from 1942 until their divorce in 1973.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Gertrude Blugerman Target entity description: Gertrude Blugerman was the first wife of renowned science fiction author Isaac Asimov, to whom he was married from 1942 until their divorce in 1973.
-
A.
Eleanor Baum
Eleanor Baum is an American electrical engineer and pioneering academic leader recognized for breaking gender barriers in engineering education and professional societies.
-
B.
Esther Ross
Esther Ross was the woman who served as the sponsor and ceremonial namesake figure for the U.S. Navy battleship USS Arizona (BB-39) at its christening.
-
C.
Elsa Löwenthal
Elsa Löwenthal, better known as Elsa Einstein, was the second wife and cousin of physicist Albert Einstein and often managed his personal and social affairs.
-
D.
Myra Kraft
Myra Kraft was an American philanthropist and community leader best known for her extensive charitable work in the Boston area and her role in guiding the philanthropic efforts of the Kraft family.
-
E.
Sally Kornbluth
Sally Kornbluth is an American cell biologist and academic leader who became the 18th president of the Massachusetts Institute of Technology.
- 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_69a2e79230508190b912ecb555aae17e |
completed | Feb. 28, 2026, 1:03 p.m. |
| NER | Named-entity recognition | batch_69a2ea3289608190a36c20a47761c6e4 |
completed | Feb. 28, 2026, 1:14 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69acd4620c7c81909e30a2dfd55602fb |
completed | March 8, 2026, 1:44 a.m. |
| NEDg | Description generation | batch_69acd72a585c81909343b8ebf8294499 |
completed | March 8, 2026, 1:55 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69acd7cdafb081908424028e4656c459 |
completed | March 8, 2026, 1:58 a.m. |
Created at: Feb. 28, 2026, 1:06 p.m.