Triple

T12910401

Position	Surface form	Disambiguated ID	Type / Status
Subject	Texas State Highway 11	`E308844`	entity
Predicate	hasJunctionWith	`P1018`	FINISHED
Object	U.S. Route 259 near Daingerfield, Texas U.S. Route 259 near Daingerfield, Texas is a segment of the north–south U.S. highway that serves as a regional connector through northeast Texas, linking small towns and providing access to major state and federal routes.	`E1009318`	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: U.S. Route 259 near Daingerfield, Texas | Statement: [Texas State Highway 11, hasJunctionWith, U.S. Route 259 near Daingerfield, Texas]

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

Target entity: U.S. Route 259 near Daingerfield, Texas
Context triple: [Texas State Highway 11, hasJunctionWith, U.S. Route 259 near Daingerfield, Texas]

A. U.S. Route 87 near Brady, Texas
U.S. Route 87 near Brady, Texas is a segment of the major north–south U.S. highway in central Texas that serves as a regional junction and connection point for several state and federal routes.
B. U.S. Route 377 in Texas
U.S. Route 377 in Texas is a north–south U.S. highway that runs from the Dallas–Fort Worth area through several North and Central Texas communities toward the Oklahoma state line.
C. U.S. Route 77 in Texas
U.S. Route 77 in Texas is a major north–south U.S. Highway that runs from the Mexican border at Brownsville through numerous South and Central Texas communities toward the Dallas–Fort Worth region.
D. U.S. Route 75 in Sherman, Texas
U.S. Route 75 in Sherman, Texas is a major north–south freeway corridor through the city that connects Sherman to the Dallas–Fort Worth metroplex to the south and Oklahoma to the north.
E. U.S. Route 285 (Texas)
U.S. Route 285 (Texas) is a north–south U.S. Highway in western Texas that connects the Permian Basin region with New Mexico and serves as a key corridor for oilfield and regional traffic.
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: U.S. Route 259 near Daingerfield, Texas
Triple: [Texas State Highway 11, hasJunctionWith, U.S. Route 259 near Daingerfield, Texas]

Generated description

U.S. Route 259 near Daingerfield, Texas is a segment of the north–south U.S. highway that serves as a regional connector through northeast Texas, linking small towns and providing access to major state and federal routes.

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

Target entity: U.S. Route 259 near Daingerfield, Texas
Target entity description: U.S. Route 259 near Daingerfield, Texas is a segment of the north–south U.S. highway that serves as a regional connector through northeast Texas, linking small towns and providing access to major state and federal routes.

A. U.S. Route 87 near Brady, Texas
U.S. Route 87 near Brady, Texas is a segment of the major north–south U.S. highway in central Texas that serves as a regional junction and connection point for several state and federal routes.
B. U.S. Route 377 in Texas
U.S. Route 377 in Texas is a north–south U.S. highway that runs from the Dallas–Fort Worth area through several North and Central Texas communities toward the Oklahoma state line.
C. U.S. Route 77 in Texas
U.S. Route 77 in Texas is a major north–south U.S. Highway that runs from the Mexican border at Brownsville through numerous South and Central Texas communities toward the Dallas–Fort Worth region.
D. U.S. Route 75 in Sherman, Texas
U.S. Route 75 in Sherman, Texas is a major north–south freeway corridor through the city that connects Sherman to the Dallas–Fort Worth metroplex to the south and Oklahoma to the north.
E. U.S. Route 285 (Texas)
U.S. Route 285 (Texas) is a north–south U.S. Highway in western Texas that connects the Permian Basin region with New Mexico and serves as a key corridor for oilfield and regional traffic.
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_69d7bdf92b588190acdf2a2291ac4590`	completed	April 9, 2026, 2:55 p.m.
NER	Named-entity recognition	`batch_69d9719e584c81909be1ac1366effca0`	completed	April 10, 2026, 9:54 p.m.
NED1	Entity disambiguation (via context triple)	`batch_69f6a56b50b48190a0deefd491ed8c4a`	completed	May 3, 2026, 1:31 a.m.
NEDg	Description generation	`batch_69f6a6db731c819091b96c4ed6a50f19`	completed	May 3, 2026, 1:37 a.m.
NED2	Entity disambiguation (via description)	`batch_69f6a8a4b0d08190b91fd46ece569039`	completed	May 3, 2026, 1:45 a.m.

Created at: April 9, 2026, 5:41 p.m.