Triple
T3956510
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Natick, Massachusetts |
E85792
|
entity |
| Predicate | hasLandmark |
P105
|
FINISHED |
| Object |
Natick Center
Natick Center is the historic downtown and cultural hub of Natick, Massachusetts, known for its shops, restaurants, arts venues, and community events.
|
E85792
|
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: Natick Center | Statement: [Natick, Massachusetts, hasLandmark, Natick Center]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Natick Center Context triple: [Natick, Massachusetts, hasLandmark, Natick Center]
-
A.
Natick Mall
Natick Mall is a large upscale shopping mall in Natick, Massachusetts, known for its extensive selection of retail stores, dining options, and department store anchors.
-
B.
Natick, Massachusetts
Natick, Massachusetts is a suburban town west of Boston known for its residential communities, shopping centers, and location along the Massachusetts Turnpike.
-
C.
Lynnfield
Lynnfield is a suburban town in Essex County, Massachusetts, known for its residential character and proximity to Boston.
-
D.
Billerica Technology Park
Billerica Technology Park is a business and industrial complex in Billerica, Massachusetts, that hosts a variety of technology and commercial companies.
-
E.
Quincy Center
Quincy Center is a major transit station and commercial hub in Quincy, Massachusetts, providing access to subway and bus services within the Greater Boston area.
- 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: Natick Center Triple: [Natick, Massachusetts, hasLandmark, Natick Center]
Generated description
Natick Center is the historic downtown and cultural hub of Natick, Massachusetts, known for its shops, restaurants, arts venues, and community events.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Natick Center Target entity description: Natick Center is the historic downtown and cultural hub of Natick, Massachusetts, known for its shops, restaurants, arts venues, and community events.
-
A.
Natick Mall
Natick Mall is a large upscale shopping mall in Natick, Massachusetts, known for its extensive selection of retail stores, dining options, and department store anchors.
-
B.
Natick, Massachusetts
chosen
Natick, Massachusetts is a suburban town west of Boston known for its residential communities, shopping centers, and location along the Massachusetts Turnpike.
-
C.
Lynnfield
Lynnfield is a suburban town in Essex County, Massachusetts, known for its residential character and proximity to Boston.
-
D.
Billerica Technology Park
Billerica Technology Park is a business and industrial complex in Billerica, Massachusetts, that hosts a variety of technology and commercial companies.
-
E.
Quincy Center
Quincy Center is a major transit station and commercial hub in Quincy, Massachusetts, providing access to subway and bus services within the Greater Boston area.
- 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_69aed93a96908190bcbdbfa718f155bd |
completed | March 9, 2026, 2:29 p.m. |
| NER | Named-entity recognition | batch_69aef93f3ad48190b96b98b4aecd6030 |
completed | March 9, 2026, 4:45 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b53fff53b88190a268c90889f7b5b6 |
completed | March 14, 2026, 11:01 a.m. |
| NEDg | Description generation | batch_69b540eb53788190aa281ee38edc1729 |
completed | March 14, 2026, 11:05 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69b541a55cb081909ec1f87a7553b6f2 |
completed | March 14, 2026, 11:08 a.m. |
Created at: March 9, 2026, 3:31 p.m.