Triple
T20679079
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Dallas area technology cluster |
E508240
|
entity |
| Predicate | majorSubcluster |
P133004
|
FINISHED |
| Object |
Richardson Telecom Corridor
Richardson Telecom Corridor is a prominent high-tech business district in Richardson, Texas, known for its dense concentration of telecommunications and technology companies.
|
E1443996
|
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: Richardson Telecom Corridor | Statement: [Dallas area technology cluster, majorSubcluster, Richardson Telecom Corridor]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Richardson Telecom Corridor Context triple: [Dallas area technology cluster, majorSubcluster, Richardson Telecom Corridor]
-
A.
Woodward Corridor
Woodward Corridor is a major urban thoroughfare and development corridor in Detroit, Michigan, running along Woodward Avenue and serving as a key spine for transit, commerce, and culture in the city.
-
B.
South Corridor
The South Corridor is a transit route or line that includes Bland Street station as one of its stops.
-
C.
Cedar Springs corridor
The Cedar Springs corridor is a prominent LGBTQ+ nightlife and entertainment district in Dallas, Texas, known for its bars, clubs, restaurants, and community events.
-
D.
Thornton Road corridor
The Thornton Road corridor is a major commercial and transportation artery in the Lithia Springs area of Georgia, lined with businesses, retail centers, and access to regional highways.
-
E.
Cross Park
Cross Park is a public recreational park located in the city of Gladstone, Oregon.
- 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: Richardson Telecom Corridor Triple: [Dallas area technology cluster, majorSubcluster, Richardson Telecom Corridor]
Generated description
Richardson Telecom Corridor is a prominent high-tech business district in Richardson, Texas, known for its dense concentration of telecommunications and technology companies.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Richardson Telecom Corridor Target entity description: Richardson Telecom Corridor is a prominent high-tech business district in Richardson, Texas, known for its dense concentration of telecommunications and technology companies.
-
A.
Woodward Corridor
Woodward Corridor is a major urban thoroughfare and development corridor in Detroit, Michigan, running along Woodward Avenue and serving as a key spine for transit, commerce, and culture in the city.
-
B.
South Corridor
The South Corridor is a transit route or line that includes Bland Street station as one of its stops.
-
C.
Cedar Springs corridor
The Cedar Springs corridor is a prominent LGBTQ+ nightlife and entertainment district in Dallas, Texas, known for its bars, clubs, restaurants, and community events.
-
D.
Thornton Road corridor
The Thornton Road corridor is a major commercial and transportation artery in the Lithia Springs area of Georgia, lined with businesses, retail centers, and access to regional highways.
-
E.
Cross Park
Cross Park is a public recreational park located in the city of Gladstone, Oregon.
- 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_69e0b4c1164881909a3bf1e3ddb2bc32 |
completed | April 16, 2026, 10:06 a.m. |
| NER | Named-entity recognition | batch_69e6bea516b88190b3e90d03fa981a44 |
completed | April 21, 2026, 12:02 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a08cd6aa744819098c785d7195cdd2e |
completed | May 16, 2026, 8:02 p.m. |
| NEDg | Description generation | batch_6a08d176c3408190ab1d630fd8da2fc2 |
completed | May 16, 2026, 8:20 p.m. |
| NED2 | Entity disambiguation (via description) | batch_6a08d206e6a081909f76b190c8dbc55d |
completed | May 16, 2026, 8:22 p.m. |
Created at: April 16, 2026, 11:44 a.m.