Triple
T5438505
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | John Playfair |
E122070
|
entity |
| Predicate | hasRelative |
P367
|
FINISHED |
| Object |
William Playfair
William Playfair was a Scottish engineer and political economist best known for inventing several fundamental types of statistical graphs, including the bar chart, line graph, and pie chart.
|
E519275
|
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: William Playfair | Statement: [John Playfair, hasRelative, William Playfair]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: William Playfair Context triple: [John Playfair, hasRelative, William Playfair]
-
A.
John Venn
John Venn was an English logician and philosopher best known for introducing Venn diagrams, which visually represent logical and set-theoretic relationships.
-
B.
John Playfair
John Playfair was an 18th–19th century Scottish mathematician, physicist, and geologist best known for popularizing James Hutton’s geological theories and for Playfair’s axiom in geometry.
-
C.
Francis Ysidro Edgeworth
Francis Ysidro Edgeworth was a pioneering Irish economist and statistician known for his foundational contributions to microeconomic theory, welfare economics, and the development of mathematical economics.
-
D.
Thomas Tooke
Thomas Tooke was a 19th-century British economist and statistician best known for his pioneering work on price history and monetary theory, particularly through his multi-volume "History of Prices."
-
E.
J. W. Arrowsmith
J. W. Arrowsmith was a prominent 19th-century British publishing firm based in Bristol, known for issuing popular novels and literary works.
- 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: William Playfair Triple: [John Playfair, hasRelative, William Playfair]
Generated description
William Playfair was a Scottish engineer and political economist best known for inventing several fundamental types of statistical graphs, including the bar chart, line graph, and pie chart.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: William Playfair Target entity description: William Playfair was a Scottish engineer and political economist best known for inventing several fundamental types of statistical graphs, including the bar chart, line graph, and pie chart.
-
A.
John Venn
John Venn was an English logician and philosopher best known for introducing Venn diagrams, which visually represent logical and set-theoretic relationships.
-
B.
John Playfair
John Playfair was an 18th–19th century Scottish mathematician, physicist, and geologist best known for popularizing James Hutton’s geological theories and for Playfair’s axiom in geometry.
-
C.
Francis Ysidro Edgeworth
Francis Ysidro Edgeworth was a pioneering Irish economist and statistician known for his foundational contributions to microeconomic theory, welfare economics, and the development of mathematical economics.
-
D.
Thomas Tooke
Thomas Tooke was a 19th-century British economist and statistician best known for his pioneering work on price history and monetary theory, particularly through his multi-volume "History of Prices."
-
E.
J. W. Arrowsmith
J. W. Arrowsmith was a prominent 19th-century British publishing firm based in Bristol, known for issuing popular novels and literary works.
- 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_69bd46400768819092925d461c0b8432 |
completed | March 20, 2026, 1:06 p.m. |
| NER | Named-entity recognition | batch_69bd91bce47c8190b9fd23444e636cdd |
completed | March 20, 2026, 6:28 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69bf3ad3a3d88190bacde12f515d9971 |
completed | March 22, 2026, 12:41 a.m. |
| NEDg | Description generation | batch_69bf3ba6784081908b19717290b7ba3d |
completed | March 22, 2026, 12:45 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69bf3c1ad4d8819093aeb94f62eb1086 |
completed | March 22, 2026, 12:47 a.m. |
Created at: March 20, 2026, 2:07 p.m.