Triple
T6039439
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Best Southwest cities |
E134507
|
entity |
| Predicate | hasMember |
P10
|
FINISHED |
| Object |
Cedar Hill, Texas
Cedar Hill, Texas is a suburban city in the Dallas–Fort Worth metropolitan area known for its natural landscapes, including Cedar Hill State Park and Joe Pool Lake, and its role as a key community in the Best Southwest region.
|
E597356
|
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: Cedar Hill, Texas | Statement: [Best Southwest cities, hasMember, Cedar Hill, Texas]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Cedar Hill, Texas Context triple: [Best Southwest cities, hasMember, Cedar Hill, Texas]
-
A.
Haltom City, Texas
Haltom City, Texas is a suburban city in the Dallas–Fort Worth metropolitan area known for its residential communities and proximity to Fort Worth.
-
B.
North Richland Hills, Texas
North Richland Hills, Texas is a suburban city in Tarrant County known as a major residential and commercial community within the Dallas–Fort Worth metropolitan area.
-
C.
Brazoria, Texas
Brazoria, Texas is a small town in Brazoria County within the Greater Houston metropolitan area, known for its historic roots in early Texas settlement and proximity to the Gulf Coast.
-
D.
Cedar Park, Texas
Cedar Park, Texas is a fast-growing suburban city in the Austin metropolitan area known for its family-friendly neighborhoods, quality schools, and proximity to major tech employers.
-
E.
Rockwall, Texas
Rockwall, Texas is a suburban city in the Dallas–Fort Worth metropolitan area known for its lakeside recreation on Lake Ray Hubbard and its namesake natural rock wall formation.
- 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: Cedar Hill, Texas Triple: [Best Southwest cities, hasMember, Cedar Hill, Texas]
Generated description
Cedar Hill, Texas is a suburban city in the Dallas–Fort Worth metropolitan area known for its natural landscapes, including Cedar Hill State Park and Joe Pool Lake, and its role as a key community in the Best Southwest region.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Cedar Hill, Texas Target entity description: Cedar Hill, Texas is a suburban city in the Dallas–Fort Worth metropolitan area known for its natural landscapes, including Cedar Hill State Park and Joe Pool Lake, and its role as a key community in the Best Southwest region.
-
A.
Haltom City, Texas
Haltom City, Texas is a suburban city in the Dallas–Fort Worth metropolitan area known for its residential communities and proximity to Fort Worth.
-
B.
North Richland Hills, Texas
North Richland Hills, Texas is a suburban city in Tarrant County known as a major residential and commercial community within the Dallas–Fort Worth metropolitan area.
-
C.
Brazoria, Texas
Brazoria, Texas is a small town in Brazoria County within the Greater Houston metropolitan area, known for its historic roots in early Texas settlement and proximity to the Gulf Coast.
-
D.
Cedar Park, Texas
Cedar Park, Texas is a fast-growing suburban city in the Austin metropolitan area known for its family-friendly neighborhoods, quality schools, and proximity to major tech employers.
-
E.
Rockwall, Texas
Rockwall, Texas is a suburban city in the Dallas–Fort Worth metropolitan area known for its lakeside recreation on Lake Ray Hubbard and its namesake natural rock wall formation.
- 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_69c00875db5c819099dd5bb833ec43c2 |
completed | March 22, 2026, 3:19 p.m. |
| NER | Named-entity recognition | batch_69c056ce10cc8190817ade56570adc92 |
completed | March 22, 2026, 8:53 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69c65faa58208190a44af8f9b26ddaf0 |
completed | March 27, 2026, 10:44 a.m. |
| NEDg | Description generation | batch_69c66094b02881909095735d73b28cf4 |
completed | March 27, 2026, 10:48 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69c660e23be08190b219fcf1e6825972 |
completed | March 27, 2026, 10:50 a.m. |
Created at: March 22, 2026, 4:08 p.m.