Triple
T1469006
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Cambridgeport |
E27090
|
entity |
| Predicate | near |
P350
|
FINISHED |
| Object |
Central Square, Cambridge
Central Square, Cambridge is a vibrant commercial and cultural district in Cambridge, Massachusetts, known for its diverse restaurants, nightlife, music venues, and historic urban streetscape.
|
E168406
|
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: Central Square, Cambridge | Statement: [Cambridgeport, near, Central Square, Cambridge]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Central Square, Cambridge Context triple: [Cambridgeport, near, Central Square, Cambridge]
-
A.
Grand Arcade, Cambridge
Grand Arcade, Cambridge is a modern shopping centre in Cambridge, England, featuring a wide range of high-street and designer retailers, eateries, and parking facilities.
-
B.
The Backs, Cambridge
The Backs, Cambridge is a picturesque area of parkland and college gardens behind several University of Cambridge colleges, renowned for its scenic views, historic architecture, and riverside walks.
-
C.
Cambridge Market Square
Cambridge Market Square is the central open-air marketplace in Cambridge, England, known for its daily stalls selling food, crafts, and goods amid historic city surroundings.
-
D.
Sidney Street, Cambridge
Sidney Street, Cambridge is a central shopping street in Cambridge, England, lined with retail stores, cafes, and historic buildings close to the city’s main market area.
-
E.
Sidgwick Avenue, Cambridge
Sidgwick Avenue, Cambridge is a street in Cambridge, England, best known for forming part of the university’s Sidgwick Site, which houses several arts and humanities faculties.
- 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: Central Square, Cambridge Triple: [Cambridgeport, near, Central Square, Cambridge]
Generated description
Central Square, Cambridge is a vibrant commercial and cultural district in Cambridge, Massachusetts, known for its diverse restaurants, nightlife, music venues, and historic urban streetscape.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Central Square, Cambridge Target entity description: Central Square, Cambridge is a vibrant commercial and cultural district in Cambridge, Massachusetts, known for its diverse restaurants, nightlife, music venues, and historic urban streetscape.
-
A.
Grand Arcade, Cambridge
Grand Arcade, Cambridge is a modern shopping centre in Cambridge, England, featuring a wide range of high-street and designer retailers, eateries, and parking facilities.
-
B.
The Backs, Cambridge
The Backs, Cambridge is a picturesque area of parkland and college gardens behind several University of Cambridge colleges, renowned for its scenic views, historic architecture, and riverside walks.
-
C.
Cambridge Market Square
Cambridge Market Square is the central open-air marketplace in Cambridge, England, known for its daily stalls selling food, crafts, and goods amid historic city surroundings.
-
D.
Sidney Street, Cambridge
Sidney Street, Cambridge is a central shopping street in Cambridge, England, lined with retail stores, cafes, and historic buildings close to the city’s main market area.
-
E.
Sidgwick Avenue, Cambridge
Sidgwick Avenue, Cambridge is a street in Cambridge, England, best known for forming part of the university’s Sidgwick Site, which houses several arts and humanities faculties.
- 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_69a496d25d6881909dbd84f86d763992 |
completed | March 1, 2026, 7:43 p.m. |
| NER | Named-entity recognition | batch_69a4c5d8bb68819095b7b413247ad657 |
completed | March 1, 2026, 11:03 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ad15a4d4b48190bda15e333f7efd7f |
completed | March 8, 2026, 6:22 a.m. |
| NEDg | Description generation | batch_69ad1667345c8190a28ad33639e1ac2f |
completed | March 8, 2026, 6:25 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69ad16c8df5c819089809f2eee6f27ee |
completed | March 8, 2026, 6:27 a.m. |
Created at: March 1, 2026, 8:01 p.m.