Triple
T2928044
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Houston–The Woodlands–Sugar Land metropolitan area |
E78892
|
entity |
| Predicate | containsCity |
P294
|
FINISHED |
| Object |
Fresno, Texas
Fresno, Texas is a suburban community in Fort Bend County that functions largely as a residential area for people working in the greater Houston region.
|
E312224
|
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: Fresno, Texas | Statement: [Houston–The Woodlands–Sugar Land metropolitan area, containsCity, Fresno, Texas]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Fresno, Texas Context triple: [Houston–The Woodlands–Sugar Land metropolitan area, containsCity, Fresno, Texas]
-
A.
Ferris, Texas
Ferris, Texas is a small city in the Dallas–Fort Worth metropolitan area known historically for its brick manufacturing industry.
-
B.
Floresville, Texas
Floresville, Texas is a small city in Wilson County near San Antonio, known as the "Peanut Capital of Texas" and for its historic role in the state's ranching and agricultural heritage.
-
C.
Fairview, Texas
Fairview, Texas is a small suburban town in the Dallas–Fort Worth metropolitan area known for its residential communities and proximity to major shopping and business centers.
-
D.
Velasco, Texas
Velasco, Texas was a historic Gulf Coast port town that played a key role in early Texas history, including as the site where treaties ending the Texas Revolution were signed.
-
E.
Mesquite, Texas
Mesquite, Texas is a suburban city in the eastern part of the Dallas–Fort Worth area known for its strong retail centers, rodeo heritage, and family-oriented residential communities.
- 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: Fresno, Texas Triple: [Houston–The Woodlands–Sugar Land metropolitan area, containsCity, Fresno, Texas]
Generated description
Fresno, Texas is a suburban community in Fort Bend County that functions largely as a residential area for people working in the greater Houston region.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Fresno, Texas Target entity description: Fresno, Texas is a suburban community in Fort Bend County that functions largely as a residential area for people working in the greater Houston region.
-
A.
Ferris, Texas
Ferris, Texas is a small city in the Dallas–Fort Worth metropolitan area known historically for its brick manufacturing industry.
-
B.
Floresville, Texas
Floresville, Texas is a small city in Wilson County near San Antonio, known as the "Peanut Capital of Texas" and for its historic role in the state's ranching and agricultural heritage.
-
C.
Fairview, Texas
Fairview, Texas is a small suburban town in the Dallas–Fort Worth metropolitan area known for its residential communities and proximity to major shopping and business centers.
-
D.
Velasco, Texas
Velasco, Texas was a historic Gulf Coast port town that played a key role in early Texas history, including as the site where treaties ending the Texas Revolution were signed.
-
E.
Mesquite, Texas
Mesquite, Texas is a suburban city in the eastern part of the Dallas–Fort Worth area known for its strong retail centers, rodeo heritage, and family-oriented residential communities.
- 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_69ad8b0d40b481908bc2a5fa2e73c3fb |
completed | March 8, 2026, 2:43 p.m. |
| NER | Named-entity recognition | batch_69ad97ff0ddc8190acba9863bbe4f54b |
completed | March 8, 2026, 3:38 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b0866c24c88190af6c5246b5c78c70 |
completed | March 10, 2026, 9 p.m. |
| NEDg | Description generation | batch_69b0d55128fc8190919354199e4c21bf |
completed | March 11, 2026, 2:37 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69b0d5f35adc81909af0a7cafbeb92de |
completed | March 11, 2026, 2:39 a.m. |
Created at: March 8, 2026, 2:55 p.m.