Triple
T4735140
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Bexar County |
E105105
|
entity |
| Predicate | hasSubdivision |
P747
|
FINISHED |
| Object |
City of Balcones Heights
The City of Balcones Heights is a small, incorporated municipality located within the San Antonio metropolitan area in Bexar County, Texas.
|
E464424
|
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: City of Balcones Heights | Statement: [Bexar County, hasSubdivision, City of Balcones Heights]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: City of Balcones Heights Context triple: [Bexar County, hasSubdivision, City of Balcones Heights]
-
A.
West Lake Hills, Texas
West Lake Hills, Texas is a small, affluent suburban city located just west of downtown Austin, known for its scenic Hill Country views and high property values.
-
B.
City of Highland Village, Texas
The City of Highland Village, Texas, is a suburban lakeside community in the Dallas–Fort Worth metropolitan area known for its residential neighborhoods, parks, and access to Lewisville Lake.
-
C.
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.
-
D.
Cedar Park
Cedar Park is a residential neighborhood in West Philadelphia known for its historic Victorian homes, diverse community, and proximity to the University of Pennsylvania.
-
E.
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.
- 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: City of Balcones Heights Triple: [Bexar County, hasSubdivision, City of Balcones Heights]
Generated description
The City of Balcones Heights is a small, incorporated municipality located within the San Antonio metropolitan area in Bexar County, Texas.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: City of Balcones Heights Target entity description: The City of Balcones Heights is a small, incorporated municipality located within the San Antonio metropolitan area in Bexar County, Texas.
-
A.
West Lake Hills, Texas
West Lake Hills, Texas is a small, affluent suburban city located just west of downtown Austin, known for its scenic Hill Country views and high property values.
-
B.
City of Highland Village, Texas
The City of Highland Village, Texas, is a suburban lakeside community in the Dallas–Fort Worth metropolitan area known for its residential neighborhoods, parks, and access to Lewisville Lake.
-
C.
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.
-
D.
Cedar Park
Cedar Park is a residential neighborhood in West Philadelphia known for its historic Victorian homes, diverse community, and proximity to the University of Pennsylvania.
-
E.
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.
- 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_69bd43ee52048190b81a4f066534ffb3 |
completed | March 20, 2026, 12:56 p.m. |
| NER | Named-entity recognition | batch_69bd648148b48190ae30631115339ba1 |
completed | March 20, 2026, 3:15 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69be10b0b8d08190ad1cd262ee870f08 |
completed | March 21, 2026, 3:29 a.m. |
| NEDg | Description generation | batch_69be1485bcf0819096693abc5fbf34e3 |
completed | March 21, 2026, 3:46 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69be153db02881908a28b3ede1fdcb54 |
completed | March 21, 2026, 3:49 a.m. |
Created at: March 20, 2026, 1:19 p.m.