Triple
T2785490
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Read |
E61799
|
entity |
| Predicate | hasNotableBearer |
P458
|
FINISHED |
| Object |
Leonard Read
Leonard Read was an American libertarian writer and founder of the Foundation for Economic Education, best known for his influential essay "I, Pencil."
|
E296369
|
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: Leonard Read | Statement: [Read, hasNotableBearer, Leonard Read]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Leonard Read Context triple: [Read, hasNotableBearer, Leonard Read]
-
A.
Murray Rothbard
Murray Rothbard was an American economist, political theorist, and historian known as a leading figure of anarcho-capitalism and the modern libertarian movement.
-
B.
Hans-Hermann Hoppe
Hans-Hermann Hoppe is a German-American economist and political philosopher known for his work in Austrian economics, libertarianism, and anarcho-capitalist theory.
-
C.
Frank Wolff
Frank Wolff is the wisecracking, resourceful riverboat skipper who guides explorers through perilous adventures in Disney's fantasy adventure film "Jungle Cruise."
-
D.
Sidney Hook
Sidney Hook was an American philosopher and public intellectual known for his work in pragmatism, social and political philosophy, and his evolution from Marxist sympathizer to prominent anti-communist thinker.
-
E.
Frank Knight
Frank Knight was an influential American economist and founding figure of the Chicago School, best known for his work on risk, uncertainty, and profit.
- 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: Leonard Read Triple: [Read, hasNotableBearer, Leonard Read]
Generated description
Leonard Read was an American libertarian writer and founder of the Foundation for Economic Education, best known for his influential essay "I, Pencil."
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Leonard Read Target entity description: Leonard Read was an American libertarian writer and founder of the Foundation for Economic Education, best known for his influential essay "I, Pencil."
-
A.
Murray Rothbard
Murray Rothbard was an American economist, political theorist, and historian known as a leading figure of anarcho-capitalism and the modern libertarian movement.
-
B.
Hans-Hermann Hoppe
Hans-Hermann Hoppe is a German-American economist and political philosopher known for his work in Austrian economics, libertarianism, and anarcho-capitalist theory.
-
C.
Frank Wolff
Frank Wolff is the wisecracking, resourceful riverboat skipper who guides explorers through perilous adventures in Disney's fantasy adventure film "Jungle Cruise."
-
D.
Sidney Hook
Sidney Hook was an American philosopher and public intellectual known for his work in pragmatism, social and political philosophy, and his evolution from Marxist sympathizer to prominent anti-communist thinker.
-
E.
Frank Knight
Frank Knight was an influential American economist and founding figure of the Chicago School, best known for his work on risk, uncertainty, and profit.
- 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_69ab4b7f51d881908768300ebd2fbdae |
completed | March 6, 2026, 9:47 p.m. |
| NER | Named-entity recognition | batch_69abddaf223c8190959bb0b336e5b7c0 |
completed | March 7, 2026, 8:11 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69afc06390188190870509b5c6ebfe95 |
completed | March 10, 2026, 6:55 a.m. |
| NEDg | Description generation | batch_69afc0c3db88819094cb835ce9401f03 |
completed | March 10, 2026, 6:57 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69afc1213c008190beb7e65eadc97ed5 |
completed | March 10, 2026, 6:58 a.m. |
Created at: March 6, 2026, 9:57 p.m.