Triple
T14589533
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | John Flamsteed |
E342406
|
entity |
| Predicate | spouse |
P13
|
FINISHED |
| Object |
Margaret Flamsteed
Margaret Flamsteed was the wife of the first Astronomer Royal, John Flamsteed, and is chiefly known through her association with his life and work.
|
E1107749
|
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: Margaret Flamsteed | Statement: [John Flamsteed, spouse, Margaret Flamsteed]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Margaret Flamsteed Context triple: [John Flamsteed, spouse, Margaret Flamsteed]
-
A.
Caroline Herschel
Caroline Herschel was a pioneering German-born British astronomer renowned for her discovery of several comets and for being one of the first women to receive recognition in the field of astronomy.
-
B.
John Flamsteed
John Flamsteed was a 17th–18th century English astronomer best known as the first Astronomer Royal and for his foundational star cataloguing work.
-
C.
Margaret Brodie Stewart Herschel
Margaret Brodie Stewart Herschel was the wife of British astronomer Sir John Herschel and the mother of his twelve children, known for managing the family’s domestic and social life during his scientific career.
-
D.
Mary Pitt Herschel
Mary Pitt Herschel was the wife of astronomer William Herschel and a member of the prominent Herschel family associated with major advances in astronomy in the late 18th and early 19th centuries.
-
E.
Margaret Maskelyne
Margaret Maskelyne was the wife of British colonial figure Robert Clive and a member of a prominent 18th-century English family that included the Astronomer Royal Nevil Maskelyne.
- 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: Margaret Flamsteed Triple: [John Flamsteed, spouse, Margaret Flamsteed]
Generated description
Margaret Flamsteed was the wife of the first Astronomer Royal, John Flamsteed, and is chiefly known through her association with his life and work.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Margaret Flamsteed Target entity description: Margaret Flamsteed was the wife of the first Astronomer Royal, John Flamsteed, and is chiefly known through her association with his life and work.
-
A.
Caroline Herschel
Caroline Herschel was a pioneering German-born British astronomer renowned for her discovery of several comets and for being one of the first women to receive recognition in the field of astronomy.
-
B.
John Flamsteed
John Flamsteed was a 17th–18th century English astronomer best known as the first Astronomer Royal and for his foundational star cataloguing work.
-
C.
Margaret Brodie Stewart Herschel
Margaret Brodie Stewart Herschel was the wife of British astronomer Sir John Herschel and the mother of his twelve children, known for managing the family’s domestic and social life during his scientific career.
-
D.
Mary Pitt Herschel
Mary Pitt Herschel was the wife of astronomer William Herschel and a member of the prominent Herschel family associated with major advances in astronomy in the late 18th and early 19th centuries.
-
E.
Margaret Maskelyne
Margaret Maskelyne was the wife of British colonial figure Robert Clive and a member of a prominent 18th-century English family that included the Astronomer Royal Nevil Maskelyne.
- 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_69d822ddc0f081909cd8163c7de298cd |
completed | April 9, 2026, 10:06 p.m. |
| NER | Named-entity recognition | batch_69deb4237d88819097f3f9a40f5be152 |
completed | April 14, 2026, 9:39 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69fd94c1768881909eebb0dae15ac964 |
completed | May 8, 2026, 7:46 a.m. |
| NEDg | Description generation | batch_69fd95e381948190b162cdd61b4dc353 |
completed | May 8, 2026, 7:50 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69fd96b9728081909404c21370bde85b |
completed | May 8, 2026, 7:54 a.m. |
Created at: April 10, 2026, 1:24 a.m.