Triple
T3044089
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Leonard Darwin |
E83401
|
entity |
| Predicate | notableWork |
P4
|
FINISHED |
| Object | Municipal Trade |
E83401
|
NE FINISHED |
How this triple was built (2 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: Municipal Trade | Statement: [Leonard Darwin, notableWork, Municipal Trade]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Municipal Trade Context triple: [Leonard Darwin, notableWork, Municipal Trade]
-
A.
Municipal Trade
chosen
"Municipal Trade" is a work by Leonard Darwin that examines the role and implications of local government involvement in commercial and public utility enterprises.
-
B.
Commerce and Trade
Commerce and Trade refers to the body of U.S. federal law and policy governing business activities, markets, and economic transactions, as codified in Title 15 of the United States Code.
-
C.
Municipal
Municipal is a prominent Guatemalan professional football club based in Guatemala City, known as one of the country’s most successful and popular teams.
-
D.
Industry and Trade
"Industry and Trade" is a major economic treatise by Alfred Marshall that analyzes the organization, development, and dynamics of industrial and commercial activity in modern economies.
-
E.
Council for Trade in Goods
The Council for Trade in Goods is a key World Trade Organization body that oversees the implementation and functioning of multilateral agreements governing international trade in goods.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
Provenance (3 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_69ad8b24924c8190a9bb6f61d519e4ae |
completed | March 8, 2026, 2:43 p.m. |
| NER | Named-entity recognition | batch_69ad9b5ec5988190b8b6c95c743c6d1e |
completed | March 8, 2026, 3:53 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b1eef43da8819094cd438c93c64c86 |
completed | March 11, 2026, 10:38 p.m. |
Created at: March 8, 2026, 3:01 p.m.