Triple
T5295872
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Telecom Corridor |
E119852
|
entity |
| Predicate | partOf |
P40
|
FINISHED |
| Object |
Dallas area technology cluster
The Dallas area technology cluster is a major high-tech hub in North Texas known for its concentration of telecommunications, electronics, and information technology companies.
|
E508240
|
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: Dallas area technology cluster | Statement: [Telecom Corridor, partOf, Dallas area technology cluster]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Dallas area technology cluster Context triple: [Telecom Corridor, partOf, Dallas area technology cluster]
-
A.
Austin tech hub
Austin tech hub is a major innovation and startup center in Austin, Texas, known for its concentration of technology companies, talent, and venture investment.
-
B.
Greater Austin metropolitan area
The Greater Austin metropolitan area is a rapidly growing urban region in central Texas centered on the city of Austin, known for its tech industry, vibrant culture, and strong economy.
-
C.
Energy Corridor area of Houston
The Energy Corridor area of Houston is a major business district on Houston’s west side known for its concentration of energy industry headquarters, large office complexes, and proximity to parks and master-planned communities.
-
D.
Southwest Dallas
Southwest Dallas is a large, predominantly residential sector of Dallas, Texas, encompassing neighborhoods such as Oak Cliff and known for its historic character and cultural diversity.
-
E.
South-Central Texas
South-Central Texas is a region of Texas known for its mix of urban centers like San Antonio, Hill Country landscapes, and a blend of Hispanic and Anglo cultural influences.
- 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: Dallas area technology cluster Triple: [Telecom Corridor, partOf, Dallas area technology cluster]
Generated description
The Dallas area technology cluster is a major high-tech hub in North Texas known for its concentration of telecommunications, electronics, and information technology companies.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Dallas area technology cluster Target entity description: The Dallas area technology cluster is a major high-tech hub in North Texas known for its concentration of telecommunications, electronics, and information technology companies.
-
A.
Austin tech hub
Austin tech hub is a major innovation and startup center in Austin, Texas, known for its concentration of technology companies, talent, and venture investment.
-
B.
Greater Austin metropolitan area
The Greater Austin metropolitan area is a rapidly growing urban region in central Texas centered on the city of Austin, known for its tech industry, vibrant culture, and strong economy.
-
C.
Energy Corridor area of Houston
The Energy Corridor area of Houston is a major business district on Houston’s west side known for its concentration of energy industry headquarters, large office complexes, and proximity to parks and master-planned communities.
-
D.
Southwest Dallas
Southwest Dallas is a large, predominantly residential sector of Dallas, Texas, encompassing neighborhoods such as Oak Cliff and known for its historic character and cultural diversity.
-
E.
South-Central Texas
South-Central Texas is a region of Texas known for its mix of urban centers like San Antonio, Hill Country landscapes, and a blend of Hispanic and Anglo cultural influences.
- 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_69bd446f22b88190b6a47fb91c68a3e7 |
completed | March 20, 2026, 12:58 p.m. |
| NER | Named-entity recognition | batch_69bd8503cf908190b1f93fb10a33c49c |
completed | March 20, 2026, 5:33 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69bf06f8ebe08190b22a1d6733b80d07 |
completed | March 21, 2026, 9 p.m. |
| NEDg | Description generation | batch_69bf078fc07c819080191ec98bca4c71 |
completed | March 21, 2026, 9:03 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69bf07e20ad48190ba25294e1971e768 |
completed | March 21, 2026, 9:04 p.m. |
Created at: March 20, 2026, 1:53 p.m.