Triple
T3041881
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Ray Roberts Lake |
E83148
|
entity |
| Predicate | nearestCity |
P350
|
FINISHED |
| Object |
Aubrey, Texas
Aubrey, Texas is a small town in Denton County known for its rural charm, horse ranches, and proximity to the Dallas–Fort Worth metroplex.
|
E323948
|
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: Aubrey, Texas | Statement: [Ray Roberts Lake, nearestCity, Aubrey, Texas]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Aubrey, Texas Context triple: [Ray Roberts Lake, nearestCity, Aubrey, Texas]
-
A.
Abbott, Texas
Abbott, Texas is a small rural town in Hill County best known as the birthplace of country music legend Willie Nelson.
-
B.
Aurora, Texas
Aurora, Texas is a small rural town in North Texas best known for its 1897 "UFO crash" legend and historic cemetery.
-
C.
Van Alstyne, Texas
Van Alstyne, Texas is a small North Texas city known for its historic downtown, rural charm, and growing role as a bedroom community between Sherman and the Dallas–Fort Worth metroplex.
-
D.
Crandall, Texas
Crandall, Texas is a small city in North Texas that serves as a residential community within the Dallas–Fort Worth metropolitan area.
-
E.
Rockett, Texas
Rockett, Texas is a small unincorporated rural community located in Ellis County in the north-central region of the state.
- 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: Aubrey, Texas Triple: [Ray Roberts Lake, nearestCity, Aubrey, Texas]
Generated description
Aubrey, Texas is a small town in Denton County known for its rural charm, horse ranches, and proximity to the Dallas–Fort Worth metroplex.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Aubrey, Texas Target entity description: Aubrey, Texas is a small town in Denton County known for its rural charm, horse ranches, and proximity to the Dallas–Fort Worth metroplex.
-
A.
Abbott, Texas
Abbott, Texas is a small rural town in Hill County best known as the birthplace of country music legend Willie Nelson.
-
B.
Aurora, Texas
Aurora, Texas is a small rural town in North Texas best known for its 1897 "UFO crash" legend and historic cemetery.
-
C.
Van Alstyne, Texas
Van Alstyne, Texas is a small North Texas city known for its historic downtown, rural charm, and growing role as a bedroom community between Sherman and the Dallas–Fort Worth metroplex.
-
D.
Crandall, Texas
Crandall, Texas is a small city in North Texas that serves as a residential community within the Dallas–Fort Worth metropolitan area.
-
E.
Rockett, Texas
Rockett, Texas is a small unincorporated rural community located in Ellis County in the north-central region of the state.
- 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_69ad8b2298908190a7cb4e9bdbf064d0 |
completed | March 8, 2026, 2:43 p.m. |
| NER | Named-entity recognition | batch_69ad9b5b92088190971bed04e65c5917 |
completed | March 8, 2026, 3:52 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b1eef191ec8190a28c8beec31fffd1 |
completed | March 11, 2026, 10:38 p.m. |
| NEDg | Description generation | batch_69b1f05966a881909aa7cce13534dea4 |
completed | March 11, 2026, 10:44 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69b1f476ccb081909a5d7164980040a9 |
completed | March 11, 2026, 11:02 p.m. |
Created at: March 8, 2026, 3:01 p.m.