Triple
T677183
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Leonard Darwin |
E13102
|
entity |
| Predicate | notableWork |
P4
|
FINISHED |
| Object |
Municipal Trade
"Municipal Trade" is a work by Leonard Darwin that examines the role and implications of local government involvement in commercial and public utility enterprises.
|
E83401
|
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: 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.
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.
-
B.
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.
-
C.
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.
-
D.
Common Market
The Common Market, formally known as the European Economic Community, was a regional organization that aimed to integrate the economies of its European member states through a common market and customs union, laying the groundwork for today’s European Union.
-
E.
Marketplace
Marketplace is a long-running public radio program and podcast focused on in-depth coverage and analysis of business, economic, and financial news.
- 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: Municipal Trade Triple: [Leonard Darwin, notableWork, Municipal Trade]
Generated description
"Municipal Trade" is a work by Leonard Darwin that examines the role and implications of local government involvement in commercial and public utility enterprises.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Municipal Trade Target entity description: "Municipal Trade" is a work by Leonard Darwin that examines the role and implications of local government involvement in commercial and public utility enterprises.
-
A.
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.
-
B.
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.
-
C.
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.
-
D.
Common Market
The Common Market, formally known as the European Economic Community, was a regional organization that aimed to integrate the economies of its European member states through a common market and customs union, laying the groundwork for today’s European Union.
-
E.
Marketplace
Marketplace is a long-running public radio program and podcast focused on in-depth coverage and analysis of business, economic, and financial news.
- 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_69a4933d3bf88190972041cd8cf143b9 |
completed | March 1, 2026, 7:27 p.m. |
| NER | Named-entity recognition | batch_69a4a04c89148190b6330e86697bb37b |
completed | March 1, 2026, 8:23 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69a5c3a1b6588190b0c9215afb3a9200 |
completed | March 2, 2026, 5:06 p.m. |
| NEDg | Description generation | batch_69a5c7ff50088190827743f3f42622ce |
completed | March 2, 2026, 5:25 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69a5cd1dd7848190a987276500040a4f |
completed | March 2, 2026, 5:47 p.m. |
Created at: March 1, 2026, 7:36 p.m.