Triple
T5421890
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Education Service |
E121270
|
entity |
| Predicate | collaboratesWith |
P37
|
FINISHED |
| Object |
State Approving Agencies
State Approving Agencies are state-level authorities that evaluate, approve, and oversee education and training programs for veterans and other eligible students to ensure they meet federal standards for benefits.
|
E519656
|
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: State Approving Agencies | Statement: [Education Service, collaboratesWith, State Approving Agencies]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: State Approving Agencies Context triple: [Education Service, collaboratesWith, State Approving Agencies]
-
A.
Agencies
Agencies are organizations that plan, buy, and manage advertising and media campaigns on behalf of brands and other clients.
-
B.
California State Agencies
California State Agencies are the various executive departments and offices that administer and enforce state laws, programs, and public services throughout California.
-
C.
Alaska state agencies
Alaska state agencies are the various executive-branch departments and offices that administer public services, enforce state laws, and implement government policies across the state of Alaska.
-
D.
U.S. state licensing boards
U.S. state licensing boards are regulatory agencies that oversee the licensure and professional standards of surveyors and other professionals within their respective states.
-
E.
Pennsylvania state agencies
Pennsylvania state agencies are the various executive departments and offices that administer and enforce state laws, programs, and public services across the Commonwealth of Pennsylvania.
- 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: State Approving Agencies Triple: [Education Service, collaboratesWith, State Approving Agencies]
Generated description
State Approving Agencies are state-level authorities that evaluate, approve, and oversee education and training programs for veterans and other eligible students to ensure they meet federal standards for benefits.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: State Approving Agencies Target entity description: State Approving Agencies are state-level authorities that evaluate, approve, and oversee education and training programs for veterans and other eligible students to ensure they meet federal standards for benefits.
-
A.
Agencies
Agencies are organizations that plan, buy, and manage advertising and media campaigns on behalf of brands and other clients.
-
B.
California State Agencies
California State Agencies are the various executive departments and offices that administer and enforce state laws, programs, and public services throughout California.
-
C.
Alaska state agencies
Alaska state agencies are the various executive-branch departments and offices that administer public services, enforce state laws, and implement government policies across the state of Alaska.
-
D.
U.S. state licensing boards
U.S. state licensing boards are regulatory agencies that oversee the licensure and professional standards of surveyors and other professionals within their respective states.
-
E.
Pennsylvania state agencies
Pennsylvania state agencies are the various executive departments and offices that administer and enforce state laws, programs, and public services across the Commonwealth of Pennsylvania.
- 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_69bd463b58d88190b258261573de9e91 |
completed | March 20, 2026, 1:06 p.m. |
| NER | Named-entity recognition | batch_69bd87ec45c48190a8a25bf582b02440 |
completed | March 20, 2026, 5:46 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69bf3ab7f6b481908fead172fbdafe36 |
completed | March 22, 2026, 12:41 a.m. |
| NEDg | Description generation | batch_69bf3bc4b1e08190a7574b3ec67823e4 |
completed | March 22, 2026, 12:45 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69bf3c4530288190924b4c38d7b1fb70 |
completed | March 22, 2026, 12:48 a.m. |
Created at: March 20, 2026, 2:06 p.m.