Triple
T4427327
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Fannin County, Texas |
E95239
|
entity |
| Predicate | hasTown |
P847
|
FINISHED |
| Object |
Ladonia, Texas
Ladonia, Texas is a small rural town in North Texas known for its close-knit community and location near the North Sulphur River in Fannin County.
|
E526633
|
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: Ladonia, Texas | Statement: [Fannin County, Texas, hasTown, Ladonia, Texas]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Ladonia, Texas Context triple: [Fannin County, Texas, hasTown, Ladonia, Texas]
-
A.
Lantana, Texas
Lantana, Texas is a master-planned residential community in Denton County known for its suburban neighborhoods, golf course, and family-oriented amenities within the Dallas–Fort Worth metroplex.
-
B.
Lorena, Texas
Lorena, Texas is a small city in Central Texas that functions as a suburban community within the Waco metropolitan area.
-
C.
Lindsay, Texas
Lindsay, Texas is a small rural community in North Texas known for its strong German-Catholic heritage and close-knit, agricultural character.
-
D.
Shenandoah, Texas
Shenandoah, Texas is a small suburban city in Montgomery County, north of Houston, known for its retail centers, medical facilities, and proximity to The Woodlands.
-
E.
Leonard, Texas
Leonard, Texas is a small rural city in North Texas known for its tight-knit community and annual Leonard Picnic celebration.
- 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: Ladonia, Texas Triple: [Fannin County, Texas, hasTown, Ladonia, Texas]
Generated description
Ladonia, Texas is a small rural town in North Texas known for its close-knit community and location near the North Sulphur River in Fannin County.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Ladonia, Texas Target entity description: Ladonia, Texas is a small rural town in North Texas known for its close-knit community and location near the North Sulphur River in Fannin County.
-
A.
Lantana, Texas
Lantana, Texas is a master-planned residential community in Denton County known for its suburban neighborhoods, golf course, and family-oriented amenities within the Dallas–Fort Worth metroplex.
-
B.
Lorena, Texas
Lorena, Texas is a small city in Central Texas that functions as a suburban community within the Waco metropolitan area.
-
C.
Lindsay, Texas
Lindsay, Texas is a small rural community in North Texas known for its strong German-Catholic heritage and close-knit, agricultural character.
-
D.
Shenandoah, Texas
Shenandoah, Texas is a small suburban city in Montgomery County, north of Houston, known for its retail centers, medical facilities, and proximity to The Woodlands.
-
E.
Leonard, Texas
Leonard, Texas is a small rural city in North Texas known for its tight-knit community and annual Leonard Picnic celebration.
- 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_69b3453c2a0c8190926b574c90766db9 |
completed | March 12, 2026, 10:59 p.m. |
| NER | Named-entity recognition | batch_69b355674d5481908bf2dfd611f3520f |
completed | March 13, 2026, 12:08 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69bfc4184b38819084c8c6d5c27d3906 |
completed | March 22, 2026, 10:27 a.m. |
| NEDg | Description generation | batch_69bfc480917481909afa28baf3a3ba19 |
completed | March 22, 2026, 10:29 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69bfc4d15d888190a6edb92310cd4539 |
completed | March 22, 2026, 10:30 a.m. |
Created at: March 12, 2026, 11:30 p.m.