Triple
T6560414
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Devens, Massachusetts |
E152567
|
entity |
| Predicate | hasFacility |
P105
|
FINISHED |
| Object |
Devens Regional Enterprise Zone
Devens Regional Enterprise Zone is a major planned business and industrial park in Devens, Massachusetts, designed to attract and support a wide range of commercial, manufacturing, and technology enterprises.
|
E152567
|
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: Devens Regional Enterprise Zone | Statement: [Devens, Massachusetts, hasFacility, Devens Regional Enterprise Zone]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Devens Regional Enterprise Zone Context triple: [Devens, Massachusetts, hasFacility, Devens Regional Enterprise Zone]
-
A.
Devens, Massachusetts
Devens, Massachusetts is a planned community and former military base area in north-central Massachusetts that has been redeveloped into a mixed-use residential, commercial, and industrial district.
-
B.
Billerica Technology Park
Billerica Technology Park is a business and industrial complex in Billerica, Massachusetts, that hosts a variety of technology and commercial companies.
-
C.
Natick Common
Natick Common is the central town green and public gathering space in downtown Natick, Massachusetts, known for community events, concerts, and seasonal celebrations.
-
D.
Litchfield Hills
Litchfield Hills is a scenic region in northwestern Connecticut known for its rolling hills, historic towns, and rural New England charm.
-
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: Devens Regional Enterprise Zone Triple: [Devens, Massachusetts, hasFacility, Devens Regional Enterprise Zone]
Generated description
Devens Regional Enterprise Zone is a major planned business and industrial park in Devens, Massachusetts, designed to attract and support a wide range of commercial, manufacturing, and technology enterprises.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Devens Regional Enterprise Zone Target entity description: Devens Regional Enterprise Zone is a major planned business and industrial park in Devens, Massachusetts, designed to attract and support a wide range of commercial, manufacturing, and technology enterprises.
-
A.
Devens, Massachusetts
chosen
Devens, Massachusetts is a planned community and former military base area in north-central Massachusetts that has been redeveloped into a mixed-use residential, commercial, and industrial district.
-
B.
Billerica Technology Park
Billerica Technology Park is a business and industrial complex in Billerica, Massachusetts, that hosts a variety of technology and commercial companies.
-
C.
Natick Common
Natick Common is the central town green and public gathering space in downtown Natick, Massachusetts, known for community events, concerts, and seasonal celebrations.
-
D.
Litchfield Hills
Litchfield Hills is a scenic region in northwestern Connecticut known for its rolling hills, historic towns, and rural New England charm.
-
E.
Lynnfield
Lynnfield is a suburban town in Essex County, Massachusetts, known for its residential character and proximity to Boston.
- F. None of above.
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_69c688058d6881908c19b309cc55dbfa |
completed | March 27, 2026, 1:37 p.m. |
| NER | Named-entity recognition | batch_69c6ae22442081909bd6e2ba0091c56b |
completed | March 27, 2026, 4:19 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69c6cb90ffd48190996a64d79f516e2c |
completed | March 27, 2026, 6:25 p.m. |
| NEDg | Description generation | batch_69c6cd05c54c81908bb612e7976bd10a |
completed | March 27, 2026, 6:31 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69c6cdc3ea7c8190b63e9a19721fea80 |
completed | March 27, 2026, 6:34 p.m. |
Created at: March 27, 2026, 1:52 p.m.