Triple
T2989957
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Billerica, Massachusetts |
E80724
|
entity |
| Predicate | hasNeighborhood |
P40
|
FINISHED |
| Object |
Pinehurst
Pinehurst is a residential neighborhood within the town of Billerica in Middlesex County, Massachusetts.
|
E316269
|
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: Pinehurst | Statement: [Billerica, Massachusetts, hasNeighborhood, Pinehurst]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Pinehurst Context triple: [Billerica, Massachusetts, hasNeighborhood, Pinehurst]
-
A.
Pinehurst, North Carolina
Pinehurst, North Carolina is a historic resort village renowned as one of the premier golf destinations in the United States.
-
B.
High Point
High Point is a mountain peak in northwestern New Jersey known for its scenic views and the High Point Monument within High Point State Park.
-
C.
High Point
High Point is a prominent summit in the Bull Run Mountains, known as one of the range’s higher elevations and a local hiking destination.
-
D.
High Point, North Carolina
High Point, North Carolina is a mid-sized city best known as a major center of the U.S. furniture industry, located in the Piedmont Triad region of the state.
-
E.
Sankaty Head Golf Club
Sankaty Head Golf Club is a renowned private golf course on Nantucket Island in Massachusetts, celebrated for its scenic coastal layout and historic New England charm.
- 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: Pinehurst Triple: [Billerica, Massachusetts, hasNeighborhood, Pinehurst]
Generated description
Pinehurst 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: Pinehurst Target entity description: Pinehurst is a residential neighborhood within the town of Billerica in Middlesex County, Massachusetts.
-
A.
Pinehurst, North Carolina
Pinehurst, North Carolina is a historic resort village renowned as one of the premier golf destinations in the United States.
-
B.
High Point
High Point is a mountain peak in northwestern New Jersey known for its scenic views and the High Point Monument within High Point State Park.
-
C.
High Point
High Point is a prominent summit in the Bull Run Mountains, known as one of the range’s higher elevations and a local hiking destination.
-
D.
High Point, North Carolina
High Point, North Carolina is a mid-sized city best known as a major center of the U.S. furniture industry, located in the Piedmont Triad region of the state.
-
E.
Sankaty Head Golf Club
Sankaty Head Golf Club is a renowned private golf course on Nantucket Island in Massachusetts, celebrated for its scenic coastal layout and historic New England charm.
- 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.