Triple
T3593358
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Van Zandt County, Texas |
E76078
|
entity |
| Predicate | seat |
P75
|
FINISHED |
| Object |
Canton, Texas
Canton, Texas is a small East Texas city best known for hosting the massive First Monday Trade Days flea market.
|
E473564
|
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: Canton, Texas | Statement: [Van Zandt County, Texas, seat, Canton, Texas]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Canton, Texas Context triple: [Van Zandt County, Texas, seat, Canton, Texas]
-
A.
Crosby, Texas
Crosby, Texas is a small unincorporated community and census-designated place in Harris County that functions as a suburban area within the Greater Houston metropolitan region.
-
B.
Cleveland, Texas
Cleveland, Texas is a small city in Liberty County that serves as a rural-tinged residential and commercial community on the northeastern fringe of the Greater Houston metropolitan area.
-
C.
Navasota, Texas
Navasota, Texas is a small city in Grimes County that serves as a historic railroad and commercial hub within the Greater Houston metropolitan area.
-
D.
Crowley, Texas
Crowley, Texas is a small suburban city in the Dallas–Fort Worth metropolitan area known for its residential communities and family-oriented atmosphere.
-
E.
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.
- 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: Canton, Texas Triple: [Van Zandt County, Texas, seat, Canton, Texas]
Generated description
Canton, Texas is a small East Texas city best known for hosting the massive First Monday Trade Days flea market.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Canton, Texas Target entity description: Canton, Texas is a small East Texas city best known for hosting the massive First Monday Trade Days flea market.
-
A.
Crosby, Texas
Crosby, Texas is a small unincorporated community and census-designated place in Harris County that functions as a suburban area within the Greater Houston metropolitan region.
-
B.
Cleveland, Texas
Cleveland, Texas is a small city in Liberty County that serves as a rural-tinged residential and commercial community on the northeastern fringe of the Greater Houston metropolitan area.
-
C.
Navasota, Texas
Navasota, Texas is a small city in Grimes County that serves as a historic railroad and commercial hub within the Greater Houston metropolitan area.
-
D.
Crowley, Texas
Crowley, Texas is a small suburban city in the Dallas–Fort Worth metropolitan area known for its residential communities and family-oriented atmosphere.
-
E.
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.
- 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_69ad85d8042081908af94a04c410dec0 |
completed | March 8, 2026, 2:21 p.m. |
| NER | Named-entity recognition | batch_69adc15bbbcc81908d6cf95f8e70c6ca |
completed | March 8, 2026, 6:35 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69be5c69987881908dc2b6286fec73c2 |
completed | March 21, 2026, 8:52 a.m. |
| NEDg | Description generation | batch_69be5d1049fc8190a8c33cf931d5fc77 |
completed | March 21, 2026, 8:55 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69be5e09bba88190a4e403ed651662e7 |
completed | March 21, 2026, 8:59 a.m. |
Created at: March 8, 2026, 3:22 p.m.