Triple
T2989958
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Billerica, Massachusetts |
E80724
|
entity |
| Predicate | hasNeighborhood |
P40
|
FINISHED |
| Object |
River Pines
River Pines is a residential neighborhood within the town of Billerica in Middlesex County, Massachusetts.
|
E316270
|
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: River Pines | Statement: [Billerica, Massachusetts, hasNeighborhood, River Pines]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: River Pines Context triple: [Billerica, Massachusetts, hasNeighborhood, River Pines]
-
A.
Green Valley
Green Valley is a census-designated residential community in Solano County, California, known for its semi-rural character and proximity to the Bay Area.
-
B.
Island Grove
Island Grove is a small lakeside community within the town of Georgina in Ontario, Canada.
-
C.
Pine Valley
Pine Valley is a residential neighbourhood in the city of Vaughan, Ontario, known for its suburban character and proximity to major Greater Toronto Area amenities.
-
D.
City of Lakes
City of Lakes is a popular nickname for Minneapolis, highlighting its many urban lakes and waterfronts.
-
E.
City of Lakes
City of Lakes is a popular nickname for Udaipur, a picturesque city in Rajasthan, India, renowned for its numerous interconnected lakes and romantic waterfront scenery.
- 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: River Pines Triple: [Billerica, Massachusetts, hasNeighborhood, River Pines]
Generated description
River Pines is a residential neighborhood within the town of Billerica in Middlesex County, Massachusetts.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: River Pines Target entity description: River Pines is a residential neighborhood within the town of Billerica in Middlesex County, Massachusetts.
-
A.
Green Valley
Green Valley is a census-designated residential community in Solano County, California, known for its semi-rural character and proximity to the Bay Area.
-
B.
Island Grove
Island Grove is a small lakeside community within the town of Georgina in Ontario, Canada.
-
C.
Pine Valley
Pine Valley is a residential neighbourhood in the city of Vaughan, Ontario, known for its suburban character and proximity to major Greater Toronto Area amenities.
-
D.
City of Lakes
City of Lakes is a popular nickname for Minneapolis, highlighting its many urban lakes and waterfronts.
-
E.
City of Lakes
City of Lakes is a popular nickname for Udaipur, a picturesque city in Rajasthan, India, renowned for its numerous interconnected lakes and romantic waterfront scenery.
- 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.