Triple
T5608614
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Technology Highway |
E147294
|
entity |
| Predicate | relatedTo |
P37
|
FINISHED |
| Object |
Route 128 technology cluster
The Route 128 technology cluster is a historic high-tech and innovation hub surrounding Boston’s Route 128 beltway, known for its concentration of technology companies, research institutions, and startups.
|
E536970
|
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: Route 128 technology cluster | Statement: [Technology Highway, relatedTo, Route 128 technology cluster]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Route 128 technology cluster Context triple: [Technology Highway, relatedTo, Route 128 technology cluster]
-
A.
Billerica Technology Park
Billerica Technology Park is a business and industrial complex in Billerica, Massachusetts, that hosts a variety of technology and commercial companies.
-
B.
Stanford Research Park
Stanford Research Park is a pioneering technology and research business park closely affiliated with Stanford University and home to numerous major high-tech companies and startups.
-
C.
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.
-
D.
Cambridge Innovation Center
Cambridge Innovation Center is a prominent coworking and startup hub in Cambridge, Massachusetts, known for housing numerous technology and life-science companies and fostering entrepreneurial innovation.
-
E.
Lynnfield
Lynnfield is a suburban town in Essex County, Massachusetts, known for its residential character and proximity to Boston.
- 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: Route 128 technology cluster Triple: [Technology Highway, relatedTo, Route 128 technology cluster]
Generated description
The Route 128 technology cluster is a historic high-tech and innovation hub surrounding Boston’s Route 128 beltway, known for its concentration of technology companies, research institutions, and startups.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Route 128 technology cluster Target entity description: The Route 128 technology cluster is a historic high-tech and innovation hub surrounding Boston’s Route 128 beltway, known for its concentration of technology companies, research institutions, and startups.
-
A.
Billerica Technology Park
Billerica Technology Park is a business and industrial complex in Billerica, Massachusetts, that hosts a variety of technology and commercial companies.
-
B.
Stanford Research Park
Stanford Research Park is a pioneering technology and research business park closely affiliated with Stanford University and home to numerous major high-tech companies and startups.
-
C.
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.
-
D.
Cambridge Innovation Center
Cambridge Innovation Center is a prominent coworking and startup hub in Cambridge, Massachusetts, known for housing numerous technology and life-science companies and fostering entrepreneurial innovation.
-
E.
Lynnfield
Lynnfield is a suburban town in Essex County, Massachusetts, known for its residential character and proximity to Boston.
- 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_69c0090500f881908374285baf0ac46f |
completed | March 22, 2026, 3:21 p.m. |
| NER | Named-entity recognition | batch_69c020fe7ee0819088ced51afd9a4f93 |
completed | March 22, 2026, 5:03 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69c04d4465388190b28f47f11e133b6a |
completed | March 22, 2026, 8:12 p.m. |
| NEDg | Description generation | batch_69c04e88680c8190845723f52c060fb7 |
completed | March 22, 2026, 8:18 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69c04f7b889c81909db7cb4baf40ed80 |
completed | March 22, 2026, 8:22 p.m. |
Created at: March 22, 2026, 3:39 p.m.