Triple
T4265563
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Military Surface Deployment and Distribution Command |
E96815
|
entity |
| Predicate | controls |
P760
|
FINISHED |
| Object |
Transportation Engineering Agency
The Transportation Engineering Agency is a specialized U.S. military organization that provides technical expertise and analysis to ensure the effective design, operation, and deployment of surface transportation systems for defense logistics.
|
E427593
|
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: Transportation Engineering Agency | Statement: [Military Surface Deployment and Distribution Command, controls, Transportation Engineering Agency]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Transportation Engineering Agency Context triple: [Military Surface Deployment and Distribution Command, controls, Transportation Engineering Agency]
-
A.
Transportation Bureau
The Transportation Bureau is a specialized division of the New York City Police Department responsible for traffic management, highway and bridge patrol, and enforcement of transportation-related laws throughout the city.
-
B.
Office of Transportation Analysis
The Office of Transportation Analysis is a division within the U.S. Bureau of Transportation Statistics that conducts data-driven research and analysis to inform transportation policy and planning.
-
C.
Directorate for Transport
The Directorate for Transport is a division of the Scottish Government responsible for developing and implementing national transport policy and overseeing Scotland’s transport infrastructure and services.
-
D.
General Authority for Roads, Bridges and Land Transport
The General Authority for Roads, Bridges and Land Transport is an Egyptian governmental body responsible for planning, developing, and managing the country’s road, bridge, and land transport infrastructure.
-
E.
Department of Transport Planning
The Department of Transport Planning is an academic unit at the School of Planning and Architecture, Delhi, focused on education and research in transportation systems, planning, and policy.
- 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: Transportation Engineering Agency Triple: [Military Surface Deployment and Distribution Command, controls, Transportation Engineering Agency]
Generated description
The Transportation Engineering Agency is a specialized U.S. military organization that provides technical expertise and analysis to ensure the effective design, operation, and deployment of surface transportation systems for defense logistics.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Transportation Engineering Agency Target entity description: The Transportation Engineering Agency is a specialized U.S. military organization that provides technical expertise and analysis to ensure the effective design, operation, and deployment of surface transportation systems for defense logistics.
-
A.
Transportation Bureau
The Transportation Bureau is a specialized division of the New York City Police Department responsible for traffic management, highway and bridge patrol, and enforcement of transportation-related laws throughout the city.
-
B.
Office of Transportation Analysis
The Office of Transportation Analysis is a division within the U.S. Bureau of Transportation Statistics that conducts data-driven research and analysis to inform transportation policy and planning.
-
C.
Directorate for Transport
The Directorate for Transport is a division of the Scottish Government responsible for developing and implementing national transport policy and overseeing Scotland’s transport infrastructure and services.
-
D.
General Authority for Roads, Bridges and Land Transport
The General Authority for Roads, Bridges and Land Transport is an Egyptian governmental body responsible for planning, developing, and managing the country’s road, bridge, and land transport infrastructure.
-
E.
Department of Transport Planning
The Department of Transport Planning is an academic unit at the School of Planning and Architecture, Delhi, focused on education and research in transportation systems, planning, and policy.
- 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_69b34543f06c8190915ebb1a4574ffa9 |
completed | March 12, 2026, 10:59 p.m. |
| NER | Named-entity recognition | batch_69b34fcad0a881908e1cac0a6da5a321 |
completed | March 12, 2026, 11:44 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b5b79455f48190b48b1359b223e0f7 |
completed | March 14, 2026, 7:31 p.m. |
| NEDg | Description generation | batch_69b5b83759c08190b080565bb1ac8bb4 |
completed | March 14, 2026, 7:34 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69b5b8be90c88190a4852c625e326f6b |
completed | March 14, 2026, 7:36 p.m. |
Created at: March 12, 2026, 11:07 p.m.