Triple

T7063143

Position	Surface form	Disambiguated ID	Type / Status
Subject	New Mexico Department of Transportation	`E164271`	entity
Predicate	hasDivision	`P35`	FINISHED
Object	Highway Operations division of the New Mexico Department of Transportation The Highway Operations division of the New Mexico Department of Transportation is the unit responsible for managing, maintaining, and operating the state’s highway and roadway infrastructure.	`E164271`	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: Highway Operations division of the New Mexico Department of Transportation | Statement: [New Mexico Department of Transportation, hasDivision, Highway Operations division of the New Mexico Department of Transportation]

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

Target entity: Highway Operations division of the New Mexico Department of Transportation
Context triple: [New Mexico Department of Transportation, hasDivision, Highway Operations division of the New Mexico Department of Transportation]

A. New Mexico Department of Transportation
The New Mexico Department of Transportation is the state agency responsible for planning, building, and maintaining New Mexico’s highway and transportation infrastructure.
B. Highway and Transportation division
The Highway and Transportation division is the branch of the Missouri Department of Transportation responsible for planning, building, and maintaining the state’s highway and transportation infrastructure.
C. Bureau of Highway Operations
The Bureau of Highway Operations is a division of Connecticut’s state transportation agency responsible for managing, maintaining, and operating the state’s highway system.
D. Division of Traffic Operations
The Division of Traffic Operations is a unit within the Kentucky Transportation Cabinet responsible for managing and improving the safety and efficiency of the state’s roadway traffic systems.
E. state departments of transportation of New Mexico, Colorado, and Wyoming
The state departments of transportation of New Mexico, Colorado, and Wyoming are the government agencies responsible for planning, building, and maintaining each state’s highway and transportation infrastructure.
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: Highway Operations division of the New Mexico Department of Transportation
Triple: [New Mexico Department of Transportation, hasDivision, Highway Operations division of the New Mexico Department of Transportation]

Generated description

The Highway Operations division of the New Mexico Department of Transportation is the unit responsible for managing, maintaining, and operating the state’s highway and roadway infrastructure.

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

Target entity: Highway Operations division of the New Mexico Department of Transportation
Target entity description: The Highway Operations division of the New Mexico Department of Transportation is the unit responsible for managing, maintaining, and operating the state’s highway and roadway infrastructure.

A. New Mexico Department of Transportation chosen
The New Mexico Department of Transportation is the state agency responsible for planning, building, and maintaining New Mexico’s highway and transportation infrastructure.
B. Highway and Transportation division
The Highway and Transportation division is the branch of the Missouri Department of Transportation responsible for planning, building, and maintaining the state’s highway and transportation infrastructure.
C. Bureau of Highway Operations
The Bureau of Highway Operations is a division of Connecticut’s state transportation agency responsible for managing, maintaining, and operating the state’s highway system.
D. Division of Traffic Operations
The Division of Traffic Operations is a unit within the Kentucky Transportation Cabinet responsible for managing and improving the safety and efficiency of the state’s roadway traffic systems.
E. state departments of transportation of New Mexico, Colorado, and Wyoming
The state departments of transportation of New Mexico, Colorado, and Wyoming are the government agencies responsible for planning, building, and maintaining each state’s highway and transportation infrastructure.
F. None of above.

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_69c688796c148190adb2f1596f595f22`	completed	March 27, 2026, 1:39 p.m.
NER	Named-entity recognition	`batch_69c6e45cf7488190a7ff15665e283c37`	completed	March 27, 2026, 8:11 p.m.
NED1	Entity disambiguation (via context triple)	`batch_69c788ba7af88190aeaf3205255af8ad`	completed	March 28, 2026, 7:52 a.m.
NEDg	Description generation	`batch_69c7892a387c8190856eac695fbcfb02`	completed	March 28, 2026, 7:54 a.m.
NED2	Entity disambiguation (via description)	`batch_69c789bc4fa081908cf40ec8ff189b90`	completed	March 28, 2026, 7:56 a.m.

Created at: March 27, 2026, 2:38 p.m.