Triple
T6422978
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Alabama Department of Transportation |
E127988
|
entity |
| Predicate | hasDivision |
P35
|
FINISHED |
| Object |
Bureau of Personnel and Training
The Bureau of Personnel and Training is a division within the Alabama Department of Transportation responsible for managing human resources functions and employee training and development programs.
|
E592240
|
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: Bureau of Personnel and Training | Statement: [Alabama Department of Transportation, hasDivision, Bureau of Personnel and Training]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Bureau of Personnel and Training Context triple: [Alabama Department of Transportation, hasDivision, Bureau of Personnel and Training]
-
A.
Department of Personnel and Training
The Department of Personnel and Training is a key Indian government ministry responsible for formulating personnel policies, overseeing civil services management, and administering the country’s premier bureaucratic cadres.
-
B.
Personnel Bureau
The Personnel Bureau is the New York City Police Department division responsible for managing officer recruitment, hiring, assignments, and other human resources functions.
-
C.
Directorate of Training and Education
The Directorate of Training and Education is a division of OSHA responsible for developing, coordinating, and delivering occupational safety and health training and educational programs for workers, employers, and safety professionals.
-
D.
Directorate of Personnel
The Directorate of Personnel is the branch of the British Army responsible for managing personnel policy, administration, and human resources across the service.
-
E.
Educational and Training Services Branch
The Educational and Training Services Branch is a specialist component of the British Army responsible for delivering education, training, and learning support to service personnel.
- 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: Bureau of Personnel and Training Triple: [Alabama Department of Transportation, hasDivision, Bureau of Personnel and Training]
Generated description
The Bureau of Personnel and Training is a division within the Alabama Department of Transportation responsible for managing human resources functions and employee training and development programs.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Bureau of Personnel and Training Target entity description: The Bureau of Personnel and Training is a division within the Alabama Department of Transportation responsible for managing human resources functions and employee training and development programs.
-
A.
Department of Personnel and Training
The Department of Personnel and Training is a key Indian government ministry responsible for formulating personnel policies, overseeing civil services management, and administering the country’s premier bureaucratic cadres.
-
B.
Personnel Bureau
The Personnel Bureau is the New York City Police Department division responsible for managing officer recruitment, hiring, assignments, and other human resources functions.
-
C.
Directorate of Training and Education
The Directorate of Training and Education is a division of OSHA responsible for developing, coordinating, and delivering occupational safety and health training and educational programs for workers, employers, and safety professionals.
-
D.
Directorate of Personnel
The Directorate of Personnel is the branch of the British Army responsible for managing personnel policy, administration, and human resources across the service.
-
E.
Educational and Training Services Branch
The Educational and Training Services Branch is a specialist component of the British Army responsible for delivering education, training, and learning support to service personnel.
- 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_69c00838de888190af2eec0b80495efa |
completed | March 22, 2026, 3:18 p.m. |
| NER | Named-entity recognition | batch_69c0690576c48190b5db5464eacc9de3 |
completed | March 22, 2026, 10:11 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69c640dc01188190b67290801aae0d6c |
completed | March 27, 2026, 8:33 a.m. |
| NEDg | Description generation | batch_69c642d95c1481909c0bececbcef2929 |
completed | March 27, 2026, 8:42 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69c643579a388190a2b07669539bd9b7 |
completed | March 27, 2026, 8:44 a.m. |
Created at: March 22, 2026, 4:43 p.m.