Triple
T7678720
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | John T. Dunlop |
E173931
|
entity |
| Predicate | areaOfInfluence |
P9
|
FINISHED |
| Object | United States labor policy |
E57320
|
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: United States labor policy | Statement: [John T. Dunlop, areaOfInfluence, United States labor policy]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: United States labor policy Context triple: [John T. Dunlop, areaOfInfluence, United States labor policy]
-
A.
United States labor law
chosen
United States labor law is the body of federal and state statutes, regulations, and case law that governs the rights and obligations of workers, employers, and unions in the United States, including issues such as wages, hours, workplace safety, discrimination, and collective bargaining.
-
B.
American labor movement
The American labor movement is a broad social and political effort in the United States that organizes workers to improve wages, working conditions, and labor rights through unions, collective bargaining, and advocacy.
-
C.
United States housing policy
United States housing policy encompasses the federal, state, and local laws, programs, and regulations that shape housing availability, affordability, quality, and urban development across the country.
-
D.
United States economy
The United States economy is a highly developed, mixed-market system that is the world’s largest by nominal GDP and a central driver of global trade, finance, and innovation.
-
E.
United States Department of Labor
The United States Department of Labor is a federal executive department responsible for promoting the welfare of wage earners, improving working conditions, and overseeing labor-related laws and programs in the United States.
- 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_69c6995703e0819081de77361b602e78 |
completed | March 27, 2026, 2:51 p.m. |
| NER | Named-entity recognition | batch_69c701fd18d88190888144a7d0f228d9 |
completed | March 27, 2026, 10:17 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69c8a248750481908f0de08aee78c9ba |
completed | March 29, 2026, 3:53 a.m. |
Created at: March 27, 2026, 4:01 p.m.