Triple
T2989973
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Billerica, Massachusetts |
E80724
|
entity |
| Predicate | hasIndustrialArea |
P40
|
FINISHED |
| Object |
Billerica Technology Park
Billerica Technology Park is a business and industrial complex in Billerica, Massachusetts, that hosts a variety of technology and commercial companies.
|
E316274
|
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: Billerica Technology Park | Statement: [Billerica, Massachusetts, hasIndustrialArea, Billerica Technology Park]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Billerica Technology Park Context triple: [Billerica, Massachusetts, hasIndustrialArea, Billerica Technology Park]
-
A.
Lynnfield
Lynnfield is a suburban town in Essex County, Massachusetts, known for its residential character and proximity to Boston.
-
B.
Cummings Research Park
Cummings Research Park is a major technology and research hub in Huntsville, Alabama, and one of the largest research parks in the United States, home to numerous aerospace, defense, and high-tech companies and institutions.
-
C.
Billerica, Massachusetts
Billerica, Massachusetts is a suburban town in northeastern Massachusetts known for its residential communities, local history, and proximity to the Greater Boston area.
-
D.
Natick, Massachusetts
Natick, Massachusetts is a suburban town west of Boston known for its residential communities, shopping centers, and location along the Massachusetts Turnpike.
-
E.
Brigade Tech Park
Brigade Tech Park is a major office and IT business complex located in the Whitefield area of Bangalore, India.
- 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: Billerica Technology Park Triple: [Billerica, Massachusetts, hasIndustrialArea, Billerica Technology Park]
Generated description
Billerica Technology Park is a business and industrial complex in Billerica, Massachusetts, that hosts a variety of technology and commercial companies.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Billerica Technology Park Target entity description: Billerica Technology Park is a business and industrial complex in Billerica, Massachusetts, that hosts a variety of technology and commercial companies.
-
A.
Lynnfield
Lynnfield is a suburban town in Essex County, Massachusetts, known for its residential character and proximity to Boston.
-
B.
Cummings Research Park
Cummings Research Park is a major technology and research hub in Huntsville, Alabama, and one of the largest research parks in the United States, home to numerous aerospace, defense, and high-tech companies and institutions.
-
C.
Billerica, Massachusetts
Billerica, Massachusetts is a suburban town in northeastern Massachusetts known for its residential communities, local history, and proximity to the Greater Boston area.
-
D.
Natick, Massachusetts
Natick, Massachusetts is a suburban town west of Boston known for its residential communities, shopping centers, and location along the Massachusetts Turnpike.
-
E.
Brigade Tech Park
Brigade Tech Park is a major office and IT business complex located in the Whitefield area of Bangalore, India.
- 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_69ad8b16c3488190b47b6aa7a59a335b |
completed | March 8, 2026, 2:43 p.m. |
| NER | Named-entity recognition | batch_69ad99dcdb00819092ca5f10396408e0 |
completed | March 8, 2026, 3:46 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b10900bf2481908b7742604c6d75e9 |
completed | March 11, 2026, 6:17 a.m. |
| NEDg | Description generation | batch_69b10bda5d848190af553c5f245b165d |
completed | March 11, 2026, 6:29 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69b10c9198288190a3e3ea7112ea4460 |
completed | March 11, 2026, 6:32 a.m. |
Created at: March 8, 2026, 2:59 p.m.