Triple
T12528405
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | American Job Centers |
E299495
|
entity |
| Predicate | brandingInitiatedBy |
P100599
|
FINISHED |
| Object | U.S. Department of Labor Employment and Training Administration |
E1719
|
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: U.S. Department of Labor Employment and Training Administration | Statement: [American Job Centers, brandingInitiatedBy, U.S. Department of Labor Employment and Training Administration]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: U.S. Department of Labor Employment and Training Administration Context triple: [American Job Centers, brandingInitiatedBy, U.S. Department of Labor Employment and Training Administration]
-
A.
United States Department of Labor
chosen
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.
-
B.
Executive Office of Labor and Workforce Development
The Executive Office of Labor and Workforce Development is a Massachusetts state agency responsible for overseeing labor standards, workforce development, unemployment assistance, and related employment services.
-
C.
Office of the Secretary of Labor
The Office of the Secretary of Labor is the top executive office within the U.S. Department of Labor, responsible for overseeing national labor policies, worker protections, and the department’s various agencies and divisions.
-
D.
Division of Employment and Training Services
The Division of Employment and Training Services is a state agency unit in Alaska that administers workforce development, job placement, and training programs to support employers and job seekers.
-
E.
Office of Apprenticeship
The Office of Apprenticeship is a U.S. Department of Labor agency that oversees and promotes registered apprenticeship programs to develop skilled workers and support workforce development nationwide.
- 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: brandingInitiatedBy Context triple: [American Job Centers, brandingInitiatedBy, U.S. Department of Labor Employment and Training Administration]
-
A.
brandingIntroduced
Indicates that a particular branding or brand identity has been newly introduced or brought into use for an entity.
-
B.
brandingRole
Indicates the specific function or responsibility an entity has in creating, managing, or representing a brand within a branding context.
-
C.
brandingOrigin
chosen
Indicates the source or entity from which a particular brand, branding style, or brand identity originates.
-
D.
brandingStatus
Indicates the current state or condition of an entity’s branding, such as whether its brand identity has been defined, applied, updated, or is pending.
-
E.
brandingFeature
Indicates that one entity serves as a branding-related characteristic, element, or attribute that helps define or distinguish another entity’s brand identity.
- 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_69d6ada5cdd48190860d9ce30aff69be |
completed | April 8, 2026, 7:33 p.m. |
| NER | Named-entity recognition | batch_69d95f5507b481908d13cc317b7402f6 |
completed | April 10, 2026, 8:36 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69f684d4821c8190aa29db4b35262e8e |
completed | May 2, 2026, 11:12 p.m. |
| PD | Predicate disambiguation | batch_69d9540d7b788190a0d57b098e90e491 |
completed | April 10, 2026, 7:48 p.m. |
Created at: April 8, 2026, 9:57 p.m.