Triple

T20987296

Position	Surface form	Disambiguated ID	Type / Status
Subject	U.S. Route 77	`E516923`	entity
Predicate	overlapsWith	`P1867`	FINISHED
Object	U.S. Route 83 (in the Rio Grande Valley, Texas) U.S. Route 83 in the Rio Grande Valley is a major north–south highway in southern Texas that serves as a primary arterial route connecting border communities along the Rio Grande with the rest of the state.	`E1460714`	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 83 (in the Rio Grande Valley, Texas) | Statement: [U.S. Route 77, overlapsWith, U.S. Route 83 (in the Rio Grande Valley, Texas)]

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

Target entity: U.S. Route 83 (in the Rio Grande Valley, Texas)
Context triple: [U.S. Route 77, overlapsWith, U.S. Route 83 (in the Rio Grande Valley, Texas)]

A. U.S. Route 84 in Texas
U.S. Route 84 in Texas is a major east–west U.S. highway crossing the state and connecting rural communities with regional centers such as Lubbock and Waco.
B. U.S. Route 80 (Texas)
U.S. Route 80 (Texas) is a major east–west U.S. Highway that runs across northern Texas, connecting the Dallas–Fort Worth area with cities to the east and west as part of the historic transcontinental US 80 corridor.
C. 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.
D. 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.
E. U.S. Route 183 in Austin
U.S. Route 183 in Austin is a major north–south highway corridor that serves as a key arterial route for regional and local traffic through the Austin metropolitan area.
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 83 (in the Rio Grande Valley, Texas)
Triple: [U.S. Route 77, overlapsWith, U.S. Route 83 (in the Rio Grande Valley, Texas)]

Generated description

U.S. Route 83 in the Rio Grande Valley is a major north–south highway in southern Texas that serves as a primary arterial route connecting border communities along the Rio Grande with the rest of the state.

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

Target entity: U.S. Route 83 (in the Rio Grande Valley, Texas)
Target entity description: U.S. Route 83 in the Rio Grande Valley is a major north–south highway in southern Texas that serves as a primary arterial route connecting border communities along the Rio Grande with the rest of the state.

A. U.S. Route 84 in Texas
U.S. Route 84 in Texas is a major east–west U.S. highway crossing the state and connecting rural communities with regional centers such as Lubbock and Waco.
B. U.S. Route 80 (Texas)
U.S. Route 80 (Texas) is a major east–west U.S. Highway that runs across northern Texas, connecting the Dallas–Fort Worth area with cities to the east and west as part of the historic transcontinental US 80 corridor.
C. 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.
D. 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.
E. U.S. Route 183 in Austin
U.S. Route 183 in Austin is a major north–south highway corridor that serves as a key arterial route for regional and local traffic through the Austin metropolitan area.
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_69e0b4ffac148190bbade9f0eceb660b`	completed	April 16, 2026, 10:07 a.m.
NER	Named-entity recognition	`batch_69e6fbe3fbac819086d3079aaddca5b1`	completed	April 21, 2026, 4:24 a.m.
NED1	Entity disambiguation (via context triple)	`batch_6a092fc795ec81909f9f96498f7b5f3a`	completed	May 17, 2026, 3:02 a.m.
NEDg	Description generation	`batch_6a0930a5cffc8190a7d1cc19e5cacf49`	completed	May 17, 2026, 3:06 a.m.
NED2	Entity disambiguation (via description)	`batch_6a093133c77c8190a9e0326980c7717f`	completed	May 17, 2026, 3:08 a.m.

Created at: April 16, 2026, 1:49 p.m.