Triple
T13976466
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | New River Valley |
E336198
|
entity |
| Predicate | hasIndustryCluster |
P759
|
FINISHED |
| Object |
New River Valley aerospace and advanced manufacturing cluster
The New River Valley aerospace and advanced manufacturing cluster is a regional concentration of companies, research institutions, and workforce specializing in high-tech aerospace production and advanced manufacturing in Virginia’s New River Valley.
|
E1072752
|
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: New River Valley aerospace and advanced manufacturing cluster | Statement: [New River Valley, hasIndustryCluster, New River Valley aerospace and advanced manufacturing cluster]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: New River Valley aerospace and advanced manufacturing cluster Context triple: [New River Valley, hasIndustryCluster, New River Valley aerospace and advanced manufacturing cluster]
-
A.
Aviation Valley industrial cluster
Aviation Valley industrial cluster is a Polish aerospace industry hub in the Subcarpathian region that brings together companies, research institutions, and universities focused on aviation and related technologies.
-
B.
Plastics Valley industrial cluster
The Plastics Valley industrial cluster is a major French hub of plastics manufacturing and innovation centered around Oyonnax and its surrounding region.
-
C.
Baotou Rare Earth High-Tech Industrial Development Zone
Baotou Rare Earth High-Tech Industrial Development Zone is a major Chinese industrial park specializing in the processing and high-tech application of rare earth resources.
-
D.
Midlands Innovation
Midlands Innovation is a collaborative partnership of leading research-intensive universities in the UK’s Midlands region that work together to drive innovation, research excellence, and regional economic growth.
-
E.
Dulles Technology Corridor
The Dulles Technology Corridor is a major high-tech and data center hub in Northern Virginia, home to numerous technology companies, internet infrastructure, and federal contractors clustered along the Dulles Toll Road.
- 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: New River Valley aerospace and advanced manufacturing cluster Triple: [New River Valley, hasIndustryCluster, New River Valley aerospace and advanced manufacturing cluster]
Generated description
The New River Valley aerospace and advanced manufacturing cluster is a regional concentration of companies, research institutions, and workforce specializing in high-tech aerospace production and advanced manufacturing in Virginia’s New River Valley.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: New River Valley aerospace and advanced manufacturing cluster Target entity description: The New River Valley aerospace and advanced manufacturing cluster is a regional concentration of companies, research institutions, and workforce specializing in high-tech aerospace production and advanced manufacturing in Virginia’s New River Valley.
-
A.
Aviation Valley industrial cluster
Aviation Valley industrial cluster is a Polish aerospace industry hub in the Subcarpathian region that brings together companies, research institutions, and universities focused on aviation and related technologies.
-
B.
Plastics Valley industrial cluster
The Plastics Valley industrial cluster is a major French hub of plastics manufacturing and innovation centered around Oyonnax and its surrounding region.
-
C.
Baotou Rare Earth High-Tech Industrial Development Zone
Baotou Rare Earth High-Tech Industrial Development Zone is a major Chinese industrial park specializing in the processing and high-tech application of rare earth resources.
-
D.
Midlands Innovation
Midlands Innovation is a collaborative partnership of leading research-intensive universities in the UK’s Midlands region that work together to drive innovation, research excellence, and regional economic growth.
-
E.
Dulles Technology Corridor
The Dulles Technology Corridor is a major high-tech and data center hub in Northern Virginia, home to numerous technology companies, internet infrastructure, and federal contractors clustered along the Dulles Toll Road.
- 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_69d81c639e808190a0e4b4f3d31c6a59 |
completed | April 9, 2026, 9:38 p.m. |
| NER | Named-entity recognition | batch_69de2e90dc148190b38e339aac0de484 |
completed | April 14, 2026, 12:09 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69fba1e1eb108190b3c0739b94556172 |
completed | May 6, 2026, 8:17 p.m. |
| NEDg | Description generation | batch_69fba5bff3b88190b5fcf3834e419b72 |
completed | May 6, 2026, 8:34 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69fba9af1e0c81908d4013410e76535a |
completed | May 6, 2026, 8:50 p.m. |
Created at: April 9, 2026, 10:18 p.m.