Triple
T1259082
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Alfred Marshall |
E12456
|
entity |
| Predicate | spouse |
P13
|
FINISHED |
| Object |
Mary Paley Marshall
Mary Paley Marshall was a pioneering English economist and one of the first women to study and teach economics at the University of Cambridge.
|
E162468
|
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: Mary Paley Marshall | Statement: [Alfred Marshall, spouse, Mary Paley Marshall]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Mary Paley Marshall Context triple: [Alfred Marshall, spouse, Mary Paley Marshall]
-
A.
Marianne Stanley
Marianne Stanley is an American basketball coach and former player best known for her long career in women’s college and professional basketball, including a stint as a WNBA head coach.
-
B.
Flora Hewlett
Flora Hewlett was a philanthropist whose legacy is honored through the naming of the William and Flora Hewlett Foundation, a major charitable organization.
-
C.
Elinor Mead
Elinor Mead was an American artist and intellectual known as the wife and close collaborator of novelist and critic William Dean Howells.
-
D.
Ottoline Morrell
Ottoline Morrell was a British aristocrat, literary hostess, and patron of the arts who played a central role in early 20th-century intellectual and artistic circles.
-
E.
Jane Strachey
Jane Strachey was a British suffragist and writer known for her involvement in the women’s rights movement in the late 19th and early 20th centuries.
- 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: Mary Paley Marshall Triple: [Alfred Marshall, spouse, Mary Paley Marshall]
Generated description
Mary Paley Marshall was a pioneering English economist and one of the first women to study and teach economics at the University of Cambridge.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Mary Paley Marshall Target entity description: Mary Paley Marshall was a pioneering English economist and one of the first women to study and teach economics at the University of Cambridge.
-
A.
Marianne Stanley
Marianne Stanley is an American basketball coach and former player best known for her long career in women’s college and professional basketball, including a stint as a WNBA head coach.
-
B.
Flora Hewlett
Flora Hewlett was a philanthropist whose legacy is honored through the naming of the William and Flora Hewlett Foundation, a major charitable organization.
-
C.
Elinor Mead
Elinor Mead was an American artist and intellectual known as the wife and close collaborator of novelist and critic William Dean Howells.
-
D.
Ottoline Morrell
Ottoline Morrell was a British aristocrat, literary hostess, and patron of the arts who played a central role in early 20th-century intellectual and artistic circles.
-
E.
Jane Strachey
Jane Strachey was a British suffragist and writer known for her involvement in the women’s rights movement in the late 19th and early 20th centuries.
- 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_69a4933352e08190ac617291985e76c0 |
completed | March 1, 2026, 7:27 p.m. |
| NER | Named-entity recognition | batch_69a4bfc3a2848190891e73b351019d5b |
completed | March 1, 2026, 10:37 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ace5581ccc81909c9c234e4b61205a |
completed | March 8, 2026, 2:56 a.m. |
| NEDg | Description generation | batch_69ace5fb515081908acadef0303b8f6e |
completed | March 8, 2026, 2:59 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69ace9ba4b3481908d03636d8f72d04c |
completed | March 8, 2026, 3:15 a.m. |
Created at: March 1, 2026, 7:50 p.m.