Triple
T3483474
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Arnold O. Beckman |
E73549
|
entity |
| Predicate | spouse |
P13
|
FINISHED |
| Object |
Mabel Meinzer Beckman
Mabel Meinzer Beckman was the wife and longtime partner of American chemist, inventor, and philanthropist Arnold O. Beckman, supporting his scientific and philanthropic endeavors.
|
E360225
|
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: Mabel Meinzer Beckman | Statement: [Arnold O. Beckman, spouse, Mabel Meinzer Beckman]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Mabel Meinzer Beckman Context triple: [Arnold O. Beckman, spouse, Mabel Meinzer Beckman]
-
A.
Lucile Salter Packard
Lucile Salter Packard was an American philanthropist and children’s health advocate whose legacy includes the founding of the Lucile Packard Children’s Hospital at Stanford.
-
B.
Lillian C. McDermott
Lillian C. McDermott was a pioneering physics education researcher and professor known for transforming the teaching and learning of physics through research-based instructional methods.
-
C.
Gerard Swope
Gerard Swope was an American industrialist best known as the influential president of General Electric who helped shape modern corporate management and labor relations in the early 20th century.
-
D.
Frances H. Townes
Frances H. Townes was the wife of Nobel Prize–winning physicist Charles Hard Townes and a partner in his scientific and personal life, known for her support of his career and their shared involvement in academic and community activities.
-
E.
Henrietta Hill Swope
Henrietta Hill Swope was an American astronomer known for her pioneering work on variable stars and for being one of the first women to make significant contributions to modern observational astronomy.
- 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: Mabel Meinzer Beckman Triple: [Arnold O. Beckman, spouse, Mabel Meinzer Beckman]
Generated description
Mabel Meinzer Beckman was the wife and longtime partner of American chemist, inventor, and philanthropist Arnold O. Beckman, supporting his scientific and philanthropic endeavors.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Mabel Meinzer Beckman Target entity description: Mabel Meinzer Beckman was the wife and longtime partner of American chemist, inventor, and philanthropist Arnold O. Beckman, supporting his scientific and philanthropic endeavors.
-
A.
Lucile Salter Packard
Lucile Salter Packard was an American philanthropist and children’s health advocate whose legacy includes the founding of the Lucile Packard Children’s Hospital at Stanford.
-
B.
Lillian C. McDermott
Lillian C. McDermott was a pioneering physics education researcher and professor known for transforming the teaching and learning of physics through research-based instructional methods.
-
C.
Gerard Swope
Gerard Swope was an American industrialist best known as the influential president of General Electric who helped shape modern corporate management and labor relations in the early 20th century.
-
D.
Frances H. Townes
Frances H. Townes was the wife of Nobel Prize–winning physicist Charles Hard Townes and a partner in his scientific and personal life, known for her support of his career and their shared involvement in academic and community activities.
-
E.
Henrietta Hill Swope
Henrietta Hill Swope was an American astronomer known for her pioneering work on variable stars and for being one of the first women to make significant contributions to modern observational astronomy.
- 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_69ad85b3c9b08190857cae74c7f36da9 |
completed | March 8, 2026, 2:20 p.m. |
| NER | Named-entity recognition | batch_69adbb781e9c8190810fdd814f506127 |
completed | March 8, 2026, 6:10 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b36820c90c819091b68cff7a0a2cda |
completed | March 13, 2026, 1:28 a.m. |
| NEDg | Description generation | batch_69b3687bb5148190b73fd365383c4a89 |
completed | March 13, 2026, 1:29 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69b368ea71d081908332595324d8f873 |
completed | March 13, 2026, 1:31 a.m. |
Created at: March 8, 2026, 3:17 p.m.