Triple

T13141011

Position	Surface form	Disambiguated ID	Type / Status
Subject	Bunker Hill Village, Texas	`E312208`	entity
Predicate	near	`P350`	FINISHED
Object	Interstate 10 in Houston Interstate 10 in Houston is a major east–west freeway and transportation corridor that runs through the Houston metropolitan area, serving as a key route for commuters and regional traffic.	`E1024845`	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: Interstate 10 in Houston | Statement: [Bunker Hill Village, Texas, near, Interstate 10 in Houston]

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

Target entity: Interstate 10 in Houston
Context triple: [Bunker Hill Village, Texas, near, Interstate 10 in Houston]

A. Interstate 10 in Beaumont, Texas
Interstate 10 in Beaumont, Texas is a major east–west freeway corridor in Southeast Texas that serves as a key regional and national route for traffic passing through the Beaumont–Port Arthur area.
B. Interstate 10 in Kent, Texas
Interstate 10 in Kent, Texas is a rural segment of the transcontinental Interstate 10 highway in western Texas, serving as a key junction and transition point between major east–west routes.
C. Interstate 10 in Los Angeles County
Interstate 10 in Los Angeles County is a major east–west freeway corridor that serves as a key route for regional and cross-country traffic through the greater Los Angeles area.
D. Interstate 10 in San Bernardino
Interstate 10 in San Bernardino is a major east–west freeway corridor in Southern California that serves as a key route for regional and cross-country traffic through the Inland Empire.
E. Interstate 10 near Columbus, Texas
Interstate 10 near Columbus, Texas is a major east–west freeway corridor in southeastern Texas that serves as a key junction point for regional and long-distance traffic, including connections to routes like Texas State Highway 71.
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: Interstate 10 in Houston
Triple: [Bunker Hill Village, Texas, near, Interstate 10 in Houston]

Generated description

Interstate 10 in Houston is a major east–west freeway and transportation corridor that runs through the Houston metropolitan area, serving as a key route for commuters and regional traffic.

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

Target entity: Interstate 10 in Houston
Target entity description: Interstate 10 in Houston is a major east–west freeway and transportation corridor that runs through the Houston metropolitan area, serving as a key route for commuters and regional traffic.

A. Interstate 10 in Beaumont, Texas
Interstate 10 in Beaumont, Texas is a major east–west freeway corridor in Southeast Texas that serves as a key regional and national route for traffic passing through the Beaumont–Port Arthur area.
B. Interstate 10 in Kent, Texas
Interstate 10 in Kent, Texas is a rural segment of the transcontinental Interstate 10 highway in western Texas, serving as a key junction and transition point between major east–west routes.
C. Interstate 10 in Los Angeles County
Interstate 10 in Los Angeles County is a major east–west freeway corridor that serves as a key route for regional and cross-country traffic through the greater Los Angeles area.
D. Interstate 10 in San Bernardino
Interstate 10 in San Bernardino is a major east–west freeway corridor in Southern California that serves as a key route for regional and cross-country traffic through the Inland Empire.
E. Interstate 10 near Columbus, Texas
Interstate 10 near Columbus, Texas is a major east–west freeway corridor in southeastern Texas that serves as a key junction point for regional and long-distance traffic, including connections to routes like Texas State Highway 71.
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_69d806aabde48190899e13e41659cae5`	completed	April 9, 2026, 8:06 p.m.
NER	Named-entity recognition	`batch_69d981b84f1081908b9e2d54a64d4c2d`	completed	April 10, 2026, 11:03 p.m.
NED1	Entity disambiguation (via context triple)	`batch_69f6eae2c3848190b062fa8da7dc8a92`	completed	May 3, 2026, 6:27 a.m.
NEDg	Description generation	`batch_69f6f01e9c488190ad52280903c074da`	completed	May 3, 2026, 6:50 a.m.
NED2	Entity disambiguation (via description)	`batch_69f6f0e5f94c81908f4707913dc5dc92`	completed	May 3, 2026, 6:53 a.m.

Created at: April 9, 2026, 9:10 p.m.