Triple
T21506253
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Report on the Beef Industry |
E530604
|
entity |
| Predicate | producedByAgency |
P3933
|
FINISHED |
| Object | U.S. Department of Commerce and Labor |
—
|
NE NERFINISHED |
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: U.S. Department of Commerce and Labor | Statement: [Report on the Beef Industry, producedByAgency, U.S. Department of Commerce and Labor]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: U.S. Department of Commerce and Labor Context triple: [Report on the Beef Industry, producedByAgency, U.S. Department of Commerce and Labor]
-
A.
United States Department of Commerce and Labor
chosen
The United States Department of Commerce and Labor was a former federal executive department (1903–1913) that combined responsibility for both commercial and labor affairs before being split into separate Commerce and Labor departments.
-
B.
U.S. Department of Commerce
The U.S. Department of Commerce is a federal executive department responsible for promoting economic growth, job creation, and sustainable development through policies, data, and support for businesses and innovation.
-
C.
Department of Commerce
The Department of Commerce at Dibrugarh University is an academic unit focused on education and research in business, trade, and related commercial disciplines.
-
D.
Department of Commerce
The Department of Commerce is a governmental division in Taiwan responsible for formulating and implementing policies related to domestic trade, commercial affairs, and business development.
-
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.
PD
Predicate disambiguation
gpt-5-mini-2025-08-07
Target predicate: producedByAgency Context triple: [Report on the Beef Industry, producedByAgency, U.S. Department of Commerce and Labor]
-
A.
producedAs
Indicates that one entity is created, generated, or brought into existence as a result or output of another entity or process.
-
B.
publicAgency
chosen
Indicates that an entity functions as a government-controlled or government-authorized organization that provides public services or carries out public administration.
-
C.
componentAgency
Indicates that one entity functions as a constituent or subordinate agency within the organizational structure of another agency.
-
D.
producedSaint
Indicates that an entity (such as a place, group, or lineage) has given rise to or brought forth a particular saint.
-
E.
ownedProductionCompany
Indicates that one entity previously possessed ownership or controlling interest in a production company.
- F. None of above.
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_69e0c45c81f08190a6b8bbb70a45aae7 |
completed | April 16, 2026, 11:13 a.m. |
| NER | Named-entity recognition | batch_69e9ea7d8be881908ff8a58b8a6eff40 |
completed | April 23, 2026, 9:46 a.m. |
| PD | Predicate disambiguation | batch_69e631f6e68081908f5ee4ce7413803e |
completed | April 20, 2026, 2:02 p.m. |
Created at: April 16, 2026, 6:24 p.m.