Triple
T5359572
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Hays County |
E102985
|
entity |
| Predicate | containsSettlement |
P847
|
FINISHED |
| Object |
Dripping Springs, Texas
Dripping Springs, Texas is a small Hill Country city west of Austin known for its scenic landscapes, wineries, and role as a gateway to Texas wine country.
|
E516501
|
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: Dripping Springs, Texas | Statement: [Hays County, containsSettlement, Dripping Springs, Texas]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Dripping Springs, Texas Context triple: [Hays County, containsSettlement, Dripping Springs, Texas]
-
A.
Springtown, Texas
Springtown, Texas is a small rural city in North Texas known for its close-knit community and location within the Dallas–Fort Worth metropolitan area.
-
B.
Bastrop, Texas
Bastrop, Texas is a historic small city in central Texas along the Colorado River, known for its pine forests, proximity to Austin, and role as the "Most Historic Small Town in Texas."
-
C.
Balch Springs
Balch Springs is a suburban city in the Dallas–Fort Worth metropolitan area in northeastern Texas.
-
D.
Spring, Texas
Spring, Texas is a suburban community in the Greater Houston area known for its residential neighborhoods, proximity to major employment centers, and attractions like Old Town Spring.
-
E.
Wimberley
Wimberley is a small, scenic town in central Texas known for its picturesque Hill Country landscapes, swimming holes, and artsy, tourist-friendly 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: Dripping Springs, Texas Triple: [Hays County, containsSettlement, Dripping Springs, Texas]
Generated description
Dripping Springs, Texas is a small Hill Country city west of Austin known for its scenic landscapes, wineries, and role as a gateway to Texas wine country.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Dripping Springs, Texas Target entity description: Dripping Springs, Texas is a small Hill Country city west of Austin known for its scenic landscapes, wineries, and role as a gateway to Texas wine country.
-
A.
Springtown, Texas
Springtown, Texas is a small rural city in North Texas known for its close-knit community and location within the Dallas–Fort Worth metropolitan area.
-
B.
Bastrop, Texas
Bastrop, Texas is a historic small city in central Texas along the Colorado River, known for its pine forests, proximity to Austin, and role as the "Most Historic Small Town in Texas."
-
C.
Balch Springs
Balch Springs is a suburban city in the Dallas–Fort Worth metropolitan area in northeastern Texas.
-
D.
Spring, Texas
Spring, Texas is a suburban community in the Greater Houston area known for its residential neighborhoods, proximity to major employment centers, and attractions like Old Town Spring.
-
E.
Wimberley
Wimberley is a small, scenic town in central Texas known for its picturesque Hill Country landscapes, swimming holes, and artsy, tourist-friendly 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_69bd43daa3e4819090b59d127db70e57 |
completed | March 20, 2026, 12:55 p.m. |
| NER | Named-entity recognition | batch_69bd86330e4c8190b5452226886287b3 |
completed | March 20, 2026, 5:38 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69bf333e785c819092afe751934662f0 |
completed | March 22, 2026, 12:09 a.m. |
| NEDg | Description generation | batch_69bf33cc90b48190ae84e51763d25e16 |
completed | March 22, 2026, 12:11 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69bf340c4b708190abb9be455f6dacb2 |
completed | March 22, 2026, 12:13 a.m. |
Created at: March 20, 2026, 2:02 p.m.