Triple

T6422974

Position	Surface form	Disambiguated ID	Type / Status
Subject	Alabama Department of Transportation	`E127988`	entity
Predicate	hasDivision	`P35`	FINISHED
Object	Bureau of Construction The Bureau of Construction is a division within the Alabama Department of Transportation responsible for overseeing and managing the construction of state transportation infrastructure projects.	`E592236`	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 Construction | Statement: [Alabama Department of Transportation, hasDivision, Bureau of Construction]

NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07

Target entity: Bureau of Construction
Context triple: [Alabama Department of Transportation, hasDivision, Bureau of Construction]

A. Directorate of Construction
The Directorate of Construction is the division of the U.S. Occupational Safety and Health Administration responsible for developing and enforcing safety and health standards in the construction industry.
B. Directorate of Public Works
The Directorate of Public Works is the U.S. Army Garrison West Point office responsible for planning, maintaining, and managing the installation’s infrastructure, facilities, and environmental services.
C. Department of Buildings
The Department of Buildings is a municipal agency in the Town of Hempstead responsible for regulating construction, enforcing building codes, and issuing related permits and inspections.
D. Main Construction Directorate
The Main Construction Directorate was a key Soviet military agency responsible for overseeing and managing construction projects and infrastructure development for the USSR’s Ministry of Defense.
E. Office of the Chief Architect (GSA)
The Office of the Chief Architect (GSA) is the U.S. General Services Administration’s central office responsible for federal public building design standards, architecture policy, and oversight of major capital construction projects.
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 Construction
Triple: [Alabama Department of Transportation, hasDivision, Bureau of Construction]

Generated description

The Bureau of Construction is a division within the Alabama Department of Transportation responsible for overseeing and managing the construction of state transportation infrastructure projects.

NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07

Target entity: Bureau of Construction
Target entity description: The Bureau of Construction is a division within the Alabama Department of Transportation responsible for overseeing and managing the construction of state transportation infrastructure projects.

A. Directorate of Construction
The Directorate of Construction is the division of the U.S. Occupational Safety and Health Administration responsible for developing and enforcing safety and health standards in the construction industry.
B. Directorate of Public Works
The Directorate of Public Works is the U.S. Army Garrison West Point office responsible for planning, maintaining, and managing the installation’s infrastructure, facilities, and environmental services.
C. Department of Buildings
The Department of Buildings is a municipal agency in the Town of Hempstead responsible for regulating construction, enforcing building codes, and issuing related permits and inspections.
D. Main Construction Directorate
The Main Construction Directorate was a key Soviet military agency responsible for overseeing and managing construction projects and infrastructure development for the USSR’s Ministry of Defense.
E. Office of the Chief Architect (GSA)
The Office of the Chief Architect (GSA) is the U.S. General Services Administration’s central office responsible for federal public building design standards, architecture policy, and oversight of major capital construction projects.
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.