Triple

T11613327

Position	Surface form	Disambiguated ID	Type / Status
Subject	Department of Public Works and Highways	`E275438`	entity
Predicate	precededBy	`P97`	FINISHED
Object	Bureau of Public Works The Bureau of Public Works was a former Philippine government agency responsible for planning, constructing, and maintaining public infrastructure such as roads and public buildings before being succeeded by the Department of Public Works and Highways.	`E935520`	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 Public Works | Statement: [Department of Public Works and Highways, precededBy, Bureau of Public Works]

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

Target entity: Bureau of Public Works
Context triple: [Department of Public Works and Highways, precededBy, Bureau of Public Works]

A. 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.
B. 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.
C. Bureau of Engineering and Construction
The Bureau of Engineering and Construction is a division of the Connecticut Department of Transportation responsible for planning, designing, and overseeing the construction of the state’s transportation infrastructure projects.
D. Bureau of Engineering
The Bureau of Engineering was a former United States Navy administrative organization responsible for naval engineering, including the design, construction, and maintenance of ship propulsion and related mechanical systems.
E. Bureau of Yards and Docks
The Bureau of Yards and Docks was a former United States Navy bureau responsible for the design, construction, and maintenance of naval shore facilities and shipyards.
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 Public Works
Triple: [Department of Public Works and Highways, precededBy, Bureau of Public Works]

Generated description

The Bureau of Public Works was a former Philippine government agency responsible for planning, constructing, and maintaining public infrastructure such as roads and public buildings before being succeeded by the Department of Public Works and Highways.

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

Target entity: Bureau of Public Works
Target entity description: The Bureau of Public Works was a former Philippine government agency responsible for planning, constructing, and maintaining public infrastructure such as roads and public buildings before being succeeded by the Department of Public Works and Highways.

A. 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.
B. 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.
C. Bureau of Engineering and Construction
The Bureau of Engineering and Construction is a division of the Connecticut Department of Transportation responsible for planning, designing, and overseeing the construction of the state’s transportation infrastructure projects.
D. Bureau of Engineering
The Bureau of Engineering was a former United States Navy administrative organization responsible for naval engineering, including the design, construction, and maintenance of ship propulsion and related mechanical systems.
E. Bureau of Yards and Docks
The Bureau of Yards and Docks was a former United States Navy bureau responsible for the design, construction, and maintenance of naval shore facilities and shipyards.
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_69d6aaf84b548190ac072e4fb89ae18f`	completed	April 8, 2026, 7:22 p.m.
NER	Named-entity recognition	`batch_69d8a044a3088190b92f4674c2d0b443`	completed	April 10, 2026, 7:01 a.m.
NED1	Entity disambiguation (via context triple)	`batch_69e8a84161d88190a3e810d19d6ea8b8`	completed	April 22, 2026, 10:51 a.m.
NEDg	Description generation	`batch_69e8af972e90819096568e7ec2a34059`	completed	April 22, 2026, 11:23 a.m.
NED2	Entity disambiguation (via description)	`batch_69e8b0aa21e0819090157b11309a84f6`	completed	April 22, 2026, 11:27 a.m.

Created at: April 8, 2026, 9:38 p.m.