Triple
T4194199
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Westford, Massachusetts |
E89104
|
entity |
| Predicate | hasShoppingArea |
P4285
|
FINISHED |
| Object |
Cornerstone Square
Cornerstone Square is a major retail and commercial shopping center located in Westford, Massachusetts.
|
E420117
|
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: Cornerstone Square | Statement: [Westford, Massachusetts, hasShoppingArea, Cornerstone Square]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Cornerstone Square Context triple: [Westford, Massachusetts, hasShoppingArea, Cornerstone Square]
-
A.
Central Square
Central Square is a main hub building on York University's Keele Campus that houses student services, food outlets, and common spaces.
-
B.
Central Square
Central Square is a vibrant commercial and cultural district in Cambridge, Massachusetts, known for its diverse restaurants, nightlife, music venues, and arts scene.
-
C.
Central Square
Central Square is a major public plaza and commercial area in central Cardiff, Wales, located directly in front of Cardiff Central railway station and serving as a key gateway to the city.
-
D.
Fountain Square
Fountain Square is a prominent public plaza and gathering place in downtown Cincinnati, Ohio, known for its central fountain, events, and role as a civic and cultural hub.
-
E.
Occidental Square
Occidental Square is a historic public park and gathering space in Seattle’s Pioneer Square neighborhood, known for its tree-lined plaza, art installations, and community events.
- 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: Cornerstone Square Triple: [Westford, Massachusetts, hasShoppingArea, Cornerstone Square]
Generated description
Cornerstone Square is a major retail and commercial shopping center located in Westford, Massachusetts.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Cornerstone Square Target entity description: Cornerstone Square is a major retail and commercial shopping center located in Westford, Massachusetts.
-
A.
Central Square
Central Square is a main hub building on York University's Keele Campus that houses student services, food outlets, and common spaces.
-
B.
Central Square
Central Square is a vibrant commercial and cultural district in Cambridge, Massachusetts, known for its diverse restaurants, nightlife, music venues, and arts scene.
-
C.
Central Square
Central Square is a major public plaza and commercial area in central Cardiff, Wales, located directly in front of Cardiff Central railway station and serving as a key gateway to the city.
-
D.
Fountain Square
Fountain Square is a prominent public plaza and gathering place in downtown Cincinnati, Ohio, known for its central fountain, events, and role as a civic and cultural hub.
-
E.
Occidental Square
Occidental Square is a historic public park and gathering space in Seattle’s Pioneer Square neighborhood, known for its tree-lined plaza, art installations, and community events.
- 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_69aed9569a4481908b6c1fcec2a11e21 |
completed | March 9, 2026, 2:29 p.m. |
| NER | Named-entity recognition | batch_69af034406348190a56c21b5c08a6828 |
completed | March 9, 2026, 5:28 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b58a0b02208190af3a55d38a7a2459 |
completed | March 14, 2026, 4:17 p.m. |
| NEDg | Description generation | batch_69b58e0446d48190a1fd54bcc72af026 |
completed | March 14, 2026, 4:34 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69b58e8d57cc8190a823a7cf3a3f0cdf |
completed | March 14, 2026, 4:36 p.m. |
Created at: March 9, 2026, 3:46 p.m.