Triple
T20679078
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Dallas area technology cluster |
E508240
|
entity |
| Predicate | majorSubcluster |
P133004
|
FINISHED |
| Object | Telecom Corridor |
—
|
NE NERFINISHED |
How this triple was built (3 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: Telecom Corridor | Statement: [Dallas area technology cluster, majorSubcluster, Telecom Corridor]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Telecom Corridor Context triple: [Dallas area technology cluster, majorSubcluster, Telecom Corridor]
-
A.
Telecom Corridor
chosen
Telecom Corridor is a major high-tech business and telecommunications hub located in Richardson, Texas, known for its dense concentration of technology companies and research facilities.
-
B.
Whitefield IT corridor
Whitefield IT corridor is a major technology and business hub in Bengaluru, India, known for its concentration of IT parks, multinational companies, and supporting urban infrastructure.
-
C.
Outer Ring Road IT corridor
The Outer Ring Road IT corridor is a major technology and business hub in Bengaluru, lined with large IT parks, multinational company offices, and supporting commercial infrastructure.
-
D.
Baner IT and commercial belt
Baner IT and commercial belt is a prominent technology and business hub in Pune known for its concentration of IT parks, corporate offices, and supporting commercial infrastructure.
-
E.
Chennai–Bengaluru Industrial Corridor
The Chennai–Bengaluru Industrial Corridor is a major infrastructure and economic development project in southern India aimed at boosting manufacturing, logistics, and urban growth between the cities of Chennai and Bengaluru.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
PD
Predicate disambiguation
gpt-5-mini-2025-08-07
Target predicate: majorSubcluster Context triple: [Dallas area technology cluster, majorSubcluster, Telecom Corridor]
-
A.
majorSubsect
Indicates that one group, movement, or tradition is a principal or primary subdivision within a larger religious, ideological, or organizational entity.
-
B.
majorNode
Indicates that an entity functions as a primary or most important node within a larger structure or network.
-
C.
isSubclusterOf
chosen
Indicates that one cluster is a smaller, contained subset within a larger cluster.
-
D.
dominantCluster
Indicates that one cluster in a set is the most influential or representative group relative to the others, often based on size, centrality, or impact.
-
E.
majorSubcontractor
Indicates that one entity serves as a primary subcontractor responsible for significant portions of work under a contract with another entity.
- F. None of above.
Provenance (3 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. |
| PD | Predicate disambiguation | batch_69e5c03caee881908be4dd25796a03d5 |
completed | April 20, 2026, 5:57 a.m. |
Created at: April 16, 2026, 11:44 a.m.