Triple
T16038935
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Massachusetts Avenue |
E389040
|
entity |
| Predicate | hasNeighborhoodSegment |
P51968
|
FINISHED |
| Object | Central Square, Cambridge |
E168406
|
NE FINISHED |
How this triple was built (3 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: [Massachusetts Avenue, hasNeighborhoodSegment, Central Square, Cambridge]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Central Square, Cambridge Context triple: [Massachusetts Avenue, hasNeighborhoodSegment, Central Square, Cambridge]
-
A.
Central Square, Cambridge
chosen
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.
-
B.
Victoria Square, Cambridge
Victoria Square is a public park and recreational green space located in the town of Cambridge, New Zealand.
-
C.
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.
-
D.
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.
-
E.
Corn Exchange Street, Cambridge
Corn Exchange Street in Cambridge is a central city street known for running alongside the historic Corn Exchange venue and close to major university and cultural sites.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
PD
Predicate disambiguation
gpt-5-mini-2025-08-07
Target predicate: hasNeighborhoodSegment Context triple: [Massachusetts Avenue, hasNeighborhoodSegment, Central Square, Cambridge]
-
A.
hasNeighborhoodAlong
Indicates that one entity has a neighboring area or region that extends along the boundary or length of another entity.
-
B.
hasNeighborhoodRole
Indicates that an entity holds a specific role, function, or position within a neighborhood or local community context.
-
C.
hasSegmentOn
chosen
Indicates that one entity includes or occupies a specific segment or portion on another entity (such as a line, path, or sequence).
-
D.
hasNeighborhoodIdentity
Indicates that an entity possesses or is associated with a distinctive neighborhood-based character, culture, or identity.
-
E.
hasNeighbourhood
Indicates that one entity is located within, or is associated with, a particular neighborhood area of another entity.
- F. None of above.
Provenance (4 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_69d86dada3808190825d5f80d72fbe88 |
completed | April 10, 2026, 3:25 a.m. |
| NER | Named-entity recognition | batch_69e1ff63edb0819092cbb671967bbdcd |
completed | April 17, 2026, 9:37 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ffdbd5acb48190a10e40074fffd425 |
completed | May 10, 2026, 1:13 a.m. |
| PD | Predicate disambiguation | batch_69e1826f34c081908005bb736f1c485d |
completed | April 17, 2026, 12:44 a.m. |
Created at: April 10, 2026, 4:56 a.m.