Triple
T2345003
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | University Park, Texas |
E45109
|
entity |
| Predicate | partOf |
P40
|
FINISHED |
| Object |
North Dallas area
The North Dallas area is an affluent, predominantly residential region of Dallas, Texas, known for its upscale neighborhoods, strong public and private schools, and proximity to major business and shopping districts.
|
E257509
|
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: North Dallas area | Statement: [University Park, Texas, partOf, North Dallas area]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: North Dallas area Context triple: [University Park, Texas, partOf, North Dallas area]
-
A.
East Dallas
East Dallas is a large, historic residential area of Dallas, Texas, known for its tree-lined neighborhoods, diverse communities, and proximity to outdoor recreation around White Rock Lake.
-
B.
West Dallas
West Dallas is a historically working-class, rapidly redeveloping area of Dallas, Texas, located just west of downtown along the Trinity River.
-
C.
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.
-
D.
Plano, Texas
Plano, Texas is a major suburban city in North Texas known for its affluent neighborhoods, strong public schools, and concentration of corporate headquarters.
-
E.
Farmers Branch
Farmers Branch is a suburban city in the Dallas–Fort Worth metropolitan area known for its residential neighborhoods, parks, and proximity to Dallas.
- 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: North Dallas area Triple: [University Park, Texas, partOf, North Dallas area]
Generated description
The North Dallas area is an affluent, predominantly residential region of Dallas, Texas, known for its upscale neighborhoods, strong public and private schools, and proximity to major business and shopping districts.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: North Dallas area Target entity description: The North Dallas area is an affluent, predominantly residential region of Dallas, Texas, known for its upscale neighborhoods, strong public and private schools, and proximity to major business and shopping districts.
-
A.
East Dallas
East Dallas is a large, historic residential area of Dallas, Texas, known for its tree-lined neighborhoods, diverse communities, and proximity to outdoor recreation around White Rock Lake.
-
B.
West Dallas
West Dallas is a historically working-class, rapidly redeveloping area of Dallas, Texas, located just west of downtown along the Trinity River.
-
C.
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.
-
D.
Plano, Texas
Plano, Texas is a major suburban city in North Texas known for its affluent neighborhoods, strong public schools, and concentration of corporate headquarters.
-
E.
Farmers Branch
Farmers Branch is a suburban city in the Dallas–Fort Worth metropolitan area known for its residential neighborhoods, parks, and proximity to Dallas.
- 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_69a88917935081909b755dbf38e81024 |
completed | March 4, 2026, 7:33 p.m. |
| NER | Named-entity recognition | batch_69abc6c7cb9481909405aeb503f804ae |
completed | March 7, 2026, 6:33 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ae9628059481909c96a7661bc87a73 |
completed | March 9, 2026, 9:43 a.m. |
| NEDg | Description generation | batch_69ae9727a28881909eebc67189dfc856 |
completed | March 9, 2026, 9:47 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69ae9795cf048190bc7a01ef86c12138 |
completed | March 9, 2026, 9:49 a.m. |
Created at: March 4, 2026, 7:52 p.m.