Triple
T6031346
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Harvard spectral classification |
E134309
|
entity |
| Predicate | developedBy |
P73
|
FINISHED |
| Object | Williamina Fleming |
E137906
|
NE FINISHED |
How this triple was built (2 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: Williamina Fleming | Statement: [Harvard spectral classification, developedBy, Williamina Fleming]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Williamina Fleming Context triple: [Harvard spectral classification, developedBy, Williamina Fleming]
-
A.
Williamina Fleming
chosen
Williamina Fleming was a pioneering Scottish-American astronomer who made major contributions to stellar classification and the discovery of numerous astronomical objects while working at the Harvard College Observatory.
-
B.
Annie Jump Cannon
Annie Jump Cannon was an American astronomer renowned for her pioneering work in stellar classification and for helping develop the Harvard Classification Scheme used to categorize stars.
-
C.
Henrietta Swan Leavitt
Henrietta Swan Leavitt was an American astronomer whose discovery of the period–luminosity relationship of Cepheid variable stars provided the key to measuring cosmic distances and revolutionized our understanding of the scale of the universe.
-
D.
Cecilia Payne-Gaposchkin
Cecilia Payne-Gaposchkin was a pioneering astrophysicist who first demonstrated that stars are composed primarily of hydrogen and helium, fundamentally transforming our understanding of stellar composition.
-
E.
Marie Reimer
Marie Reimer was the wife of renowned German classical scholar and historian Theodor Mommsen.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
Provenance (3 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_69c0087515148190a97475d412563865 |
completed | March 22, 2026, 3:19 p.m. |
| NER | Named-entity recognition | batch_69c056af89e881909652957f94317684 |
completed | March 22, 2026, 8:53 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69c11cefa21081909defda4da9278116 |
completed | March 23, 2026, 10:58 a.m. |
Created at: March 22, 2026, 4:08 p.m.