Triple

T13141012
Position Surface form Disambiguated ID Type / Status
Subject Bunker Hill Village, Texas E312208 entity
Predicate near P350 FINISHED
Object Beltway 8 in Houston
Beltway 8 in Houston, also known as the Sam Houston Tollway, is a major circumferential highway encircling much of the Houston metropolitan area and serving as a key route for regional traffic.
E1024846 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: Beltway 8 in Houston | Statement: [Bunker Hill Village, Texas, near, Beltway 8 in Houston]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Beltway 8 in Houston
Context triple: [Bunker Hill Village, Texas, near, Beltway 8 in Houston]
  • A. Loop 360 (Capital of Texas Highway)
    Loop 360, also known as the Capital of Texas Highway, is a major scenic arterial road in Austin, Texas, known for its hill country views, river crossings, and role as a key commuter and connector route in the region.
  • B. Inner Loop, Houston
    Inner Loop, Houston is the central urban core of Houston, Texas, encompassing the city’s downtown and many of its oldest, most historic, and culturally significant neighborhoods.
  • C. Katy Freeway
    Katy Freeway is a major section of Interstate 10 in the Houston, Texas area, known for its extremely wide multi-lane configuration and heavy commuter and commercial traffic.
  • D. Katy Trail (Dallas)
    The Katy Trail in Dallas is a popular urban hike-and-bike trail built along a former railroad corridor, serving as a major recreational and commuting route through the city.
  • E. EaDo (East Downtown Houston)
    EaDo (East Downtown Houston) is a revitalized urban neighborhood just east of downtown Houston known for its sports venues, nightlife, and growing residential and entertainment scene.
  • 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: Beltway 8 in Houston
Triple: [Bunker Hill Village, Texas, near, Beltway 8 in Houston]
Generated description
Beltway 8 in Houston, also known as the Sam Houston Tollway, is a major circumferential highway encircling much of the Houston metropolitan area and serving as a key route for regional traffic.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Beltway 8 in Houston
Target entity description: Beltway 8 in Houston, also known as the Sam Houston Tollway, is a major circumferential highway encircling much of the Houston metropolitan area and serving as a key route for regional traffic.
  • A. Loop 360 (Capital of Texas Highway)
    Loop 360, also known as the Capital of Texas Highway, is a major scenic arterial road in Austin, Texas, known for its hill country views, river crossings, and role as a key commuter and connector route in the region.
  • B. Inner Loop, Houston
    Inner Loop, Houston is the central urban core of Houston, Texas, encompassing the city’s downtown and many of its oldest, most historic, and culturally significant neighborhoods.
  • C. Katy Freeway
    Katy Freeway is a major section of Interstate 10 in the Houston, Texas area, known for its extremely wide multi-lane configuration and heavy commuter and commercial traffic.
  • D. Katy Trail (Dallas)
    The Katy Trail in Dallas is a popular urban hike-and-bike trail built along a former railroad corridor, serving as a major recreational and commuting route through the city.
  • E. EaDo (East Downtown Houston)
    EaDo (East Downtown Houston) is a revitalized urban neighborhood just east of downtown Houston known for its sports venues, nightlife, and growing residential and entertainment scene.
  • 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.