Triple
T81012
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Thomas Malthus |
E1626
|
entity |
| Predicate | hasChild |
P369
|
FINISHED |
| Object |
Emily Malthus
Emily Malthus was a daughter of the English cleric and influential political economist Thomas Robert Malthus.
|
E10443
|
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: Emily Malthus | Statement: [Thomas Malthus, hasChild, Emily Malthus]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Emily Malthus Context triple: [Thomas Malthus, hasChild, Emily Malthus]
-
A.
Henry Malthus
Henry Malthus was a son of the influential British economist and demographer Thomas Robert Malthus, known primarily through this familial connection.
-
B.
Thomas Malthus
Thomas Malthus was an English economist and demographer best known for his theory that population growth tends to outpace food production, leading to inevitable checks such as famine and disease.
-
C.
Robert Darwin
Robert Darwin was an English physician and financier best known as the father of naturalist Charles Darwin and a member of the prominent Darwin–Wedgwood family.
-
D.
Erasmus Darwin
Erasmus Darwin was an 18th-century English physician, natural philosopher, and poet who proposed early ideas about biological evolution and influenced later evolutionary thought.
-
E.
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.
- 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: Emily Malthus Triple: [Thomas Malthus, hasChild, Emily Malthus]
Generated description
Emily Malthus was a daughter of the English cleric and influential political economist Thomas Robert Malthus.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Emily Malthus Target entity description: Emily Malthus was a daughter of the English cleric and influential political economist Thomas Robert Malthus.
-
A.
Henry Malthus
Henry Malthus was a son of the influential British economist and demographer Thomas Robert Malthus, known primarily through this familial connection.
-
B.
Thomas Malthus
Thomas Malthus was an English economist and demographer best known for his theory that population growth tends to outpace food production, leading to inevitable checks such as famine and disease.
-
C.
Robert Darwin
Robert Darwin was an English physician and financier best known as the father of naturalist Charles Darwin and a member of the prominent Darwin–Wedgwood family.
-
D.
Erasmus Darwin
Erasmus Darwin was an 18th-century English physician, natural philosopher, and poet who proposed early ideas about biological evolution and influenced later evolutionary thought.
-
E.
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.
- 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_69a24c60d19c8190a1b6c105ca59ef5b |
completed | Feb. 28, 2026, 2:01 a.m. |
| NER | Named-entity recognition | batch_69a24f354d088190972791051d2d99f8 |
completed | Feb. 28, 2026, 2:13 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69a275e2a91c81908ec21814794d70a6 |
completed | Feb. 28, 2026, 4:58 a.m. |
| NEDg | Description generation | batch_69a276c04f308190b3089549a8bc7cec |
completed | Feb. 28, 2026, 5:01 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69a277437a1c819086ce4faf0e913a1d |
completed | Feb. 28, 2026, 5:04 a.m. |
Created at: Feb. 28, 2026, 2:06 a.m.