Triple
T19978228
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Beltway 8 |
E493745
|
entity |
| Predicate | partOf |
P40
|
FINISHED |
| Object |
Houston freeway system
The Houston freeway system is an extensive network of high-capacity highways and loops that serves as the primary backbone for regional transportation across the Greater Houston metropolitan area.
|
E1403950
|
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: Houston freeway system | Statement: [Beltway 8, partOf, Houston freeway system]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Houston freeway system Context triple: [Beltway 8, partOf, Houston freeway system]
-
A.
Dallas–Fort Worth freeway network
The Dallas–Fort Worth freeway network is an extensive, interconnected system of highways and expressways serving the Dallas–Fort Worth metropolitan area, one of the largest and most heavily traveled urban regions in Texas.
-
B.
Houston's Loop 610
Houston's Loop 610 is a major freeway beltway encircling central Houston, Texas, serving as a key traffic artery that connects numerous neighborhoods, business districts, and intersecting highways.
-
C.
Southwest Freeway
Southwest Freeway is a major segment of U.S. Route 59 that serves as a key transportation corridor through Houston, Texas, connecting downtown with numerous neighborhoods and commercial districts.
-
D.
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.
-
E.
Stemmons Freeway
Stemmons Freeway is a major segment of Interstate 35E that runs through Dallas, Texas, serving as a key north–south transportation corridor near downtown.
- 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: Houston freeway system Triple: [Beltway 8, partOf, Houston freeway system]
Generated description
The Houston freeway system is an extensive network of high-capacity highways and loops that serves as the primary backbone for regional transportation across the Greater Houston metropolitan area.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Houston freeway system Target entity description: The Houston freeway system is an extensive network of high-capacity highways and loops that serves as the primary backbone for regional transportation across the Greater Houston metropolitan area.
-
A.
Dallas–Fort Worth freeway network
The Dallas–Fort Worth freeway network is an extensive, interconnected system of highways and expressways serving the Dallas–Fort Worth metropolitan area, one of the largest and most heavily traveled urban regions in Texas.
-
B.
Houston's Loop 610
Houston's Loop 610 is a major freeway beltway encircling central Houston, Texas, serving as a key traffic artery that connects numerous neighborhoods, business districts, and intersecting highways.
-
C.
Southwest Freeway
Southwest Freeway is a major segment of U.S. Route 59 that serves as a key transportation corridor through Houston, Texas, connecting downtown with numerous neighborhoods and commercial districts.
-
D.
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.
-
E.
Stemmons Freeway
Stemmons Freeway is a major segment of Interstate 35E that runs through Dallas, Texas, serving as a key north–south transportation corridor near downtown.
- 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_69da626a67648190af9653832a3aeced |
completed | April 11, 2026, 3:02 p.m. |
| NER | Named-entity recognition | batch_69e65d11108481908241a2a96a795a7d |
completed | April 20, 2026, 5:06 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a07fdd9ccd081909bc8555dfab586b7 |
completed | May 16, 2026, 5:17 a.m. |
| NEDg | Description generation | batch_6a07feea266c81909da71d549a8857d3 |
completed | May 16, 2026, 5:21 a.m. |
| NED2 | Entity disambiguation (via description) | batch_6a07ff598550819093b6303a88dfefd2 |
completed | May 16, 2026, 5:23 a.m. |
Created at: April 11, 2026, 3:27 p.m.