Triple
T9208491
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Fredericksburg, Texas |
E221048
|
entity |
| Predicate | transportation |
P230
|
FINISHED |
| Object |
served by U.S. Highway 290
Fredericksburg, Texas, is a historic Hill Country town known for its German heritage, wineries, and vibrant tourism industry.
|
E785200
|
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. Highway 290 | Statement: [Fredericksburg, Texas, transportation, served by U.S. Highway 290]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: served by U.S. Highway 290 Context triple: [Fredericksburg, Texas, transportation, served by U.S. Highway 290]
-
A.
served by U.S. Route 29
Newnan, Georgia is a city in Coweta County within the Atlanta metropolitan area, known for its historic downtown and role as a regional commercial and residential hub.
-
B.
served by U.S. Route 283
U.S. Route 283 is a north–south United States highway running through the central Great Plains, connecting rural communities and regional centers across Texas, Oklahoma, Kansas, and Nebraska.
-
C.
served by State Road 29
Immokalee, Florida is an unincorporated agricultural community in Collier County known for its large farmworker population and role as a major center for tomato and other crop production in Southwest Florida.
-
D.
served by U.S. Route 20
U.S. Route 20 is a major east–west U.S. highway that spans the country from the Pacific Northwest to New England, connecting numerous cities and regions across its extensive route.
-
E.
served by U.S. Route 24
U.S. Route 24 is a major east–west United States highway that runs through several Midwestern and Mountain states, providing 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. Highway 290 Triple: [Fredericksburg, Texas, transportation, served by U.S. Highway 290]
Generated description
Fredericksburg, Texas, is a historic Hill Country town known for its German heritage, wineries, and vibrant tourism industry.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: served by U.S. Highway 290 Target entity description: Fredericksburg, Texas, is a historic Hill Country town known for its German heritage, wineries, and vibrant tourism industry.
-
A.
served by U.S. Route 29
Newnan, Georgia is a city in Coweta County within the Atlanta metropolitan area, known for its historic downtown and role as a regional commercial and residential hub.
-
B.
served by U.S. Route 283
U.S. Route 283 is a north–south United States highway running through the central Great Plains, connecting rural communities and regional centers across Texas, Oklahoma, Kansas, and Nebraska.
-
C.
served by State Road 29
Immokalee, Florida is an unincorporated agricultural community in Collier County known for its large farmworker population and role as a major center for tomato and other crop production in Southwest Florida.
-
D.
served by U.S. Route 20
U.S. Route 20 is a major east–west U.S. highway that spans the country from the Pacific Northwest to New England, connecting numerous cities and regions across its extensive route.
-
E.
served by U.S. Route 24
U.S. Route 24 is a major east–west United States highway that runs through several Midwestern and Mountain states, providing 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_69ca83e9d0e081908bdb71097201a06c |
completed | March 30, 2026, 2:08 p.m. |
| NER | Named-entity recognition | batch_69ccd9b217008190a0ab4971dd4a8899 |
completed | April 1, 2026, 8:39 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69d065e967508190acb962d37c390d68 |
completed | April 4, 2026, 1:14 a.m. |
| NEDg | Description generation | batch_69d06770ccf08190b00bf35c16a80071 |
completed | April 4, 2026, 1:20 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69d06864b8c48190b8e08ab9c1c85c9a |
completed | April 4, 2026, 1:24 a.m. |
Created at: March 30, 2026, 7:26 p.m.