Triple
T4160517
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Margaret Cavendish, Duchess of Newcastle-upon-Tyne |
E91522
|
entity |
| Predicate | birthName |
P65
|
FINISHED |
| Object |
Margaret Lucas
Margaret Lucas was the birth name of Margaret Cavendish, Duchess of Newcastle-upon-Tyne, a 17th-century English writer, philosopher, and early female scientist known for her pioneering works in natural philosophy and literature.
|
E592784
|
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 Lucas | Statement: [Margaret Cavendish, Duchess of Newcastle-upon-Tyne, birthName, Margaret Lucas]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Margaret Lucas Context triple: [Margaret Cavendish, Duchess of Newcastle-upon-Tyne, birthName, Margaret Lucas]
-
A.
Barbara Lucas
Barbara Lucas is best known as the former wife of legendary Baseball Hall of Famer Hank Aaron.
-
B.
Sylvia Lucas
Sylvia Lucas is a South African politician who served as Premier of the Northern Cape province.
-
C.
Margaret Tucker
Margaret Tucker was an Aboriginal Australian activist and one of the country’s first female Indigenous authors, known for her pioneering work in civil rights and welfare for Aboriginal people.
-
D.
Margaret Haley
Margaret Haley was an influential American educator and labor activist who championed teachers' rights and helped pioneer the modern teachers' union movement.
-
E.
Margie Willett
Margie Willett was the first wife of American actor and comedian Dick Van Dyke, with whom she was married for over three decades before their divorce in the early 1980s.
- 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 Lucas Triple: [Margaret Cavendish, Duchess of Newcastle-upon-Tyne, birthName, Margaret Lucas]
Generated description
Margaret Lucas was the birth name of Margaret Cavendish, Duchess of Newcastle-upon-Tyne, a 17th-century English writer, philosopher, and early female scientist known for her pioneering works in natural philosophy and literature.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Margaret Lucas Target entity description: Margaret Lucas was the birth name of Margaret Cavendish, Duchess of Newcastle-upon-Tyne, a 17th-century English writer, philosopher, and early female scientist known for her pioneering works in natural philosophy and literature.
-
A.
Barbara Lucas
Barbara Lucas is best known as the former wife of legendary Baseball Hall of Famer Hank Aaron.
-
B.
Sylvia Lucas
Sylvia Lucas is a South African politician who served as Premier of the Northern Cape province.
-
C.
Margaret Tucker
Margaret Tucker was an Aboriginal Australian activist and one of the country’s first female Indigenous authors, known for her pioneering work in civil rights and welfare for Aboriginal people.
-
D.
Margaret Haley
Margaret Haley was an influential American educator and labor activist who championed teachers' rights and helped pioneer the modern teachers' union movement.
-
E.
Margie Willett
Margie Willett was the first wife of American actor and comedian Dick Van Dyke, with whom she was married for over three decades before their divorce in the early 1980s.
- 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_69aed9626ebc8190a39de631788bea3e |
completed | March 9, 2026, 2:29 p.m. |
| NER | Named-entity recognition | batch_69af029454d08190b7ff32776081fabc |
completed | March 9, 2026, 5:25 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69c6409132c481909f287f98290497f9 |
completed | March 27, 2026, 8:32 a.m. |
| NEDg | Description generation | batch_69c6431b4fa48190b92ef0d4af50f84a |
completed | March 27, 2026, 8:43 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69c643e3d6488190851d1a35bb7b2c6c |
completed | March 27, 2026, 8:46 a.m. |
Created at: March 9, 2026, 3:44 p.m.