Triple
T4040122
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | City of Highland Village, Texas |
E83925
|
entity |
| Predicate | hasShoppingArea |
P4285
|
FINISHED |
| Object |
The Shops at Highland Village
The Shops at Highland Village is an upscale open-air shopping, dining, and entertainment center serving as a major retail destination in Highland Village, Texas.
|
E408839
|
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: The Shops at Highland Village | Statement: [City of Highland Village, Texas, hasShoppingArea, The Shops at Highland Village]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: The Shops at Highland Village Context triple: [City of Highland Village, Texas, hasShoppingArea, The Shops at Highland Village]
-
A.
Southlake Mall
Southlake Mall is a major regional shopping center located in Merrillville, Indiana, featuring a wide variety of retail stores, dining options, and services.
-
B.
H-E-B Center at Cedar Park
H-E-B Center at Cedar Park is a multi-purpose indoor arena in Cedar Park, Texas, primarily used for basketball and other sporting and entertainment events.
-
C.
Westlake Shopping Center
Westlake Shopping Center is a long-established open-air retail complex in Daly City, California, featuring a mix of shops, services, and dining options.
-
D.
Northshore Mall
Northshore Mall is a large regional shopping center located in Peabody, Massachusetts, featuring a wide variety of retail stores, dining options, and services.
-
E.
The Mall at Millenia
The Mall at Millenia is an upscale, contemporary shopping center in Orlando, Florida, known for its luxury retailers, high-end dining, and distinctive modern architecture.
- 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: The Shops at Highland Village Triple: [City of Highland Village, Texas, hasShoppingArea, The Shops at Highland Village]
Generated description
The Shops at Highland Village is an upscale open-air shopping, dining, and entertainment center serving as a major retail destination in Highland Village, Texas.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: The Shops at Highland Village Target entity description: The Shops at Highland Village is an upscale open-air shopping, dining, and entertainment center serving as a major retail destination in Highland Village, Texas.
-
A.
Southlake Mall
Southlake Mall is a major regional shopping center located in Merrillville, Indiana, featuring a wide variety of retail stores, dining options, and services.
-
B.
H-E-B Center at Cedar Park
H-E-B Center at Cedar Park is a multi-purpose indoor arena in Cedar Park, Texas, primarily used for basketball and other sporting and entertainment events.
-
C.
Westlake Shopping Center
Westlake Shopping Center is a long-established open-air retail complex in Daly City, California, featuring a mix of shops, services, and dining options.
-
D.
Northshore Mall
Northshore Mall is a large regional shopping center located in Peabody, Massachusetts, featuring a wide variety of retail stores, dining options, and services.
-
E.
The Mall at Millenia
The Mall at Millenia is an upscale, contemporary shopping center in Orlando, Florida, known for its luxury retailers, high-end dining, and distinctive modern architecture.
- 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_69aed92f7cf0819098e0539bdcc3767f |
completed | March 9, 2026, 2:29 p.m. |
| NER | Named-entity recognition | batch_69aefb39400881909d0f5430f04e441c |
completed | March 9, 2026, 4:54 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b55649b75c819086b272f56ac73be4 |
completed | March 14, 2026, 12:36 p.m. |
| NEDg | Description generation | batch_69b55a1974348190b6c8ca74fb9da47e |
completed | March 14, 2026, 12:52 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69b55a828d7881908e3e9a14bc77103c |
completed | March 14, 2026, 12:54 p.m. |
Created at: March 9, 2026, 3:37 p.m.