Triple
T18535499
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Liberty, Texas |
E452954
|
entity |
| Predicate | transportation |
P230
|
FINISHED |
| Object |
served by U.S. Route 90
Liberty, Texas is a small city in southeastern Texas that functions as the county seat of Liberty County and a local hub for government, commerce, and regional travel.
|
E1328777
|
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: served by U.S. Route 90 | Statement: [Liberty, Texas, transportation, served by U.S. Route 90]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: served by U.S. Route 90 Context triple: [Liberty, Texas, transportation, served by U.S. Route 90]
-
A.
U.S. Route 90 in Beaumont, Texas
U.S. Route 90 in Beaumont, Texas is a major east–west U.S. highway segment that serves as a key arterial route through the city, connecting local traffic with regional and interstate travel corridors.
-
B.
served by U.S. Highway 290
Fredericksburg, Texas, is a historic Hill Country town known for its German heritage, wineries, and vibrant tourism industry.
-
C.
served by U.S. Route 45
Watersmeet, Michigan is a small unincorporated community in the western Upper Peninsula known as a regional crossroads and gateway to nearby forests, lakes, and outdoor recreation areas.
-
D.
served by U.S. Route 60
Fairview, Oklahoma is a small city in northwestern Oklahoma that functions as a local commercial and agricultural hub.
-
E.
U.S. Route 90 in Alabama
U.S. Route 90 in Alabama is a major east–west U.S. Highway that runs across southern Alabama, connecting key Gulf Coast communities and serving as an important regional transportation corridor.
- 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: served by U.S. Route 90 Triple: [Liberty, Texas, transportation, served by U.S. Route 90]
Generated description
Liberty, Texas is a small city in southeastern Texas that functions as the county seat of Liberty County and a local hub for government, commerce, and regional travel.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: served by U.S. Route 90 Target entity description: Liberty, Texas is a small city in southeastern Texas that functions as the county seat of Liberty County and a local hub for government, commerce, and regional travel.
-
A.
U.S. Route 90 in Beaumont, Texas
U.S. Route 90 in Beaumont, Texas is a major east–west U.S. highway segment that serves as a key arterial route through the city, connecting local traffic with regional and interstate travel corridors.
-
B.
served by U.S. Highway 290
Fredericksburg, Texas, is a historic Hill Country town known for its German heritage, wineries, and vibrant tourism industry.
-
C.
served by U.S. Route 45
Watersmeet, Michigan is a small unincorporated community in the western Upper Peninsula known as a regional crossroads and gateway to nearby forests, lakes, and outdoor recreation areas.
-
D.
served by U.S. Route 60
Fairview, Oklahoma is a small city in northwestern Oklahoma that functions as a local commercial and agricultural hub.
-
E.
U.S. Route 90 in Alabama
U.S. Route 90 in Alabama is a major east–west U.S. Highway that runs across southern Alabama, connecting key Gulf Coast communities and serving as an important regional transportation corridor.
- 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_69d8d387b5548190aa030dad2cb4947e |
completed | April 10, 2026, 10:40 a.m. |
| NER | Named-entity recognition | batch_69e5340193588190ace2c09c6a94cf81 |
completed | April 19, 2026, 7:58 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a04917d2530819085469bde7a83c138 |
completed | May 13, 2026, 2:58 p.m. |
| NEDg | Description generation | batch_6a0492594a248190941912120fb77acb |
completed | May 13, 2026, 3:01 p.m. |
| NED2 | Entity disambiguation (via description) | batch_6a0492d4811c8190ad177b5d52aba66c |
completed | May 13, 2026, 3:03 p.m. |
Created at: April 10, 2026, 11:37 a.m.