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.