Triple
T13701829
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Scottish people |
E328535
|
entity |
| Predicate | associatedEconomist |
P15008
|
FINISHED |
| Object | Adam Smith |
E4818
|
NE FINISHED |
How this triple was built (3 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: Adam Smith | Statement: [Scottish people, associatedEconomist, Adam Smith]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Adam Smith Context triple: [Scottish people, associatedEconomist, Adam Smith]
-
A.
Adam Smith
chosen
Adam Smith was an 18th-century Scottish economist and philosopher best known as the author of "The Wealth of Nations" and a foundational figure in classical economics.
-
B.
Adam Smith
Adam Smith is a British television director known for his work on acclaimed series such as Doctor Who and Skins.
-
C.
Adam Smith
Adam Smith is an American Democratic politician who has served in the U.S. House of Representatives since the late 1990s and is known for his work on national security and defense policy.
-
D.
Adam Smith
Adam Smith is a fashion executive and creative consultant best known as the husband of American actor and singer Billy Porter.
-
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.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
PD
Predicate disambiguation
gpt-5-mini-2025-08-07
Target predicate: associatedEconomist Context triple: [Scottish people, associatedEconomist, Adam Smith]
-
A.
associatedScholar
Indicates a relationship where a scholar is linked or connected to another entity (such as a work, institution, or concept) through relevant academic or intellectual involvement.
-
B.
hasEconomicIdea
chosen
Indicates that an entity possesses, proposes, or is associated with a particular economic concept, theory, or viewpoint.
-
C.
associatedWithEconomicSector
Indicates that an entity has a connection or involvement with a particular economic sector, such as operating, participating, or being relevant within that sector.
-
D.
keyEconomicReformer
Indicates that an entity plays a leading or pivotal role in initiating, driving, or shaping significant economic reforms.
-
E.
associatedConsort
Indicates a spousal or consort relationship linking one entity to another as their partner.
- F. None of above.
Provenance (4 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_69d8076ff62081908a7bd79889edd7a0 |
completed | April 9, 2026, 8:09 p.m. |
| NER | Named-entity recognition | batch_69dbc879adc88190b03f1cf815b71061 |
completed | April 12, 2026, 4:29 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69f794575d3881908de6ed988d848918 |
completed | May 3, 2026, 6:30 p.m. |
| PD | Predicate disambiguation | batch_69dbbe9059488190a8113177c83e1481 |
completed | April 12, 2026, 3:47 p.m. |
Created at: April 9, 2026, 9:54 p.m.