Triple
T8995059
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | U.S. Route 281 |
E214882
|
entity |
| Predicate | connectsCity |
P4245
|
FINISHED |
| Object |
Hamilton, Texas
Hamilton, Texas is a small rural city in central Texas that serves as the county seat of Hamilton County and a local hub for agriculture and ranching.
|
E770961
|
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: Hamilton, Texas | Statement: [U.S. Route 281, connectsCity, Hamilton, Texas]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Hamilton, Texas Context triple: [U.S. Route 281, connectsCity, Hamilton, Texas]
-
A.
Columbus, Texas
Columbus, Texas is a small historic city in southeastern Texas that serves as the county seat of Colorado County and lies west of the greater Houston metropolitan region.
-
B.
Alexander, Texas
Alexander, Texas is a small unincorporated rural community located in Erath County in north-central Texas.
-
C.
Trenton, Texas
Trenton, Texas is a small rural city in North Texas known for its agricultural community and location within Fannin County.
-
D.
Hood, Texas
Hood, Texas is a small unincorporated rural community located in Cooke County in north-central Texas.
-
E.
Conroe
Conroe is a city in southeastern Texas, United States, located north of Houston and known for its rapid growth and proximity to Lake Conroe.
- 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: Hamilton, Texas Triple: [U.S. Route 281, connectsCity, Hamilton, Texas]
Generated description
Hamilton, Texas is a small rural city in central Texas that serves as the county seat of Hamilton County and a local hub for agriculture and ranching.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Hamilton, Texas Target entity description: Hamilton, Texas is a small rural city in central Texas that serves as the county seat of Hamilton County and a local hub for agriculture and ranching.
-
A.
Columbus, Texas
Columbus, Texas is a small historic city in southeastern Texas that serves as the county seat of Colorado County and lies west of the greater Houston metropolitan region.
-
B.
Alexander, Texas
Alexander, Texas is a small unincorporated rural community located in Erath County in north-central Texas.
-
C.
Trenton, Texas
Trenton, Texas is a small rural city in North Texas known for its agricultural community and location within Fannin County.
-
D.
Hood, Texas
Hood, Texas is a small unincorporated rural community located in Cooke County in north-central Texas.
-
E.
Conroe
Conroe is a city in southeastern Texas, United States, located north of Houston and known for its rapid growth and proximity to Lake Conroe.
- 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_69ca83a05c608190bdfdbdb25e994b39 |
completed | March 30, 2026, 2:07 p.m. |
| NER | Named-entity recognition | batch_69cc68ddff288190869731df2c178ff6 |
completed | April 1, 2026, 12:37 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69cfd0d0e6a08190a2faf4157b8a9cd4 |
completed | April 3, 2026, 2:38 p.m. |
| NEDg | Description generation | batch_69cfd193fdbc8190b49192327f698943 |
completed | April 3, 2026, 2:41 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69cfd242590881909ca351c1040c76ef |
completed | April 3, 2026, 2:44 p.m. |
Created at: March 30, 2026, 7:04 p.m.