Triple
T124357
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | John Stuart Mill |
E2513
|
entity |
| Predicate | father |
P120
|
FINISHED |
| Object |
James Mill
James Mill was a Scottish historian, economist, political theorist, and prominent utilitarian philosopher associated with Jeremy Bentham and the early 19th-century British reform movement.
|
E14261
|
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: James Mill | Statement: [John Stuart Mill, father, James Mill]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: James Mill Context triple: [John Stuart Mill, father, James Mill]
-
A.
John Stuart Mill
John Stuart Mill was a 19th-century British philosopher and political economist known for his influential works on utilitarianism, liberty, and liberal democratic theory.
-
B.
David Hume
David Hume was an 18th-century Scottish philosopher and historian known for his influential empiricism, skepticism, and naturalistic approach to human understanding.
-
C.
Emily Malthus
Emily Malthus was a daughter of the English cleric and influential political economist Thomas Robert Malthus.
-
D.
David Ricardo
David Ricardo was a prominent 19th-century British political economist known for his theories of comparative advantage, rent, and distribution in classical economics.
-
E.
Henry Malthus
Henry Malthus was a son of the influential British economist and demographer Thomas Robert Malthus, known primarily through this familial connection.
- 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: James Mill Triple: [John Stuart Mill, father, James Mill]
Generated description
James Mill was a Scottish historian, economist, political theorist, and prominent utilitarian philosopher associated with Jeremy Bentham and the early 19th-century British reform movement.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: James Mill Target entity description: James Mill was a Scottish historian, economist, political theorist, and prominent utilitarian philosopher associated with Jeremy Bentham and the early 19th-century British reform movement.
-
A.
John Stuart Mill
John Stuart Mill was a 19th-century British philosopher and political economist known for his influential works on utilitarianism, liberty, and liberal democratic theory.
-
B.
David Hume
David Hume was an 18th-century Scottish philosopher and historian known for his influential empiricism, skepticism, and naturalistic approach to human understanding.
-
C.
Emily Malthus
Emily Malthus was a daughter of the English cleric and influential political economist Thomas Robert Malthus.
-
D.
David Ricardo
David Ricardo was a prominent 19th-century British political economist known for his theories of comparative advantage, rent, and distribution in classical economics.
-
E.
Henry Malthus
Henry Malthus was a son of the influential British economist and demographer Thomas Robert Malthus, known primarily through this familial connection.
- 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_69a251b54ea88190b18281669f59b4c0 |
completed | Feb. 28, 2026, 2:23 a.m. |
| NER | Named-entity recognition | batch_69a2573ce0ac8190b49fb31d3d475bf9 |
completed | Feb. 28, 2026, 2:47 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69a29e494ef08190b8c5b5f8d52251c8 |
completed | Feb. 28, 2026, 7:50 a.m. |
| NEDg | Description generation | batch_69a29eb86f5c819081da2fd6275d6f78 |
completed | Feb. 28, 2026, 7:52 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69a2a04c4cc88190b8741fa48a158dc2 |
completed | Feb. 28, 2026, 7:59 a.m. |
Created at: Feb. 28, 2026, 2:27 a.m.