Triple
T4194197
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Westford, Massachusetts |
E89104
|
entity |
| Predicate | hasRecreationArea |
P5383
|
FINISHED |
| Object |
Edwards Beach
Edwards Beach is a public lakeside recreation area in Westford, Massachusetts, offering swimming, picnicking, and other outdoor activities.
|
E449417
|
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: Edwards Beach | Statement: [Westford, Massachusetts, hasRecreationArea, Edwards Beach]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Edwards Beach Context triple: [Westford, Massachusetts, hasRecreationArea, Edwards Beach]
-
A.
Eiseman’s Beach
Eiseman’s Beach is a small public shoreline in Swampscott, Massachusetts, known for its sandy waterfront and coastal views of Massachusetts Bay.
-
B.
Kalmus Beach
Kalmus Beach is a popular public beach in Hyannis, Massachusetts, known for its strong winds that make it a favorite spot for windsurfing and kiteboarding.
-
C.
Sand Point Beach
Sand Point Beach is a scenic sandy shoreline on Lake Superior within Michigan’s Pictured Rocks National Lakeshore, known for its clear waters, sunsets, and easy access.
-
D.
McGee Beach
McGee Beach is a popular family-friendly urban beach along the Corpus Christi Bayfront in Corpus Christi, Texas, known for its calm waters, easy access, and scenic views.
-
E.
Inkwell Beach
Inkwell Beach is a historically significant African American beach on Martha’s Vineyard, renowned as a longtime summer gathering place and cultural landmark.
- 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: Edwards Beach Triple: [Westford, Massachusetts, hasRecreationArea, Edwards Beach]
Generated description
Edwards Beach is a public lakeside recreation area in Westford, Massachusetts, offering swimming, picnicking, and other outdoor activities.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Edwards Beach Target entity description: Edwards Beach is a public lakeside recreation area in Westford, Massachusetts, offering swimming, picnicking, and other outdoor activities.
-
A.
Eiseman’s Beach
Eiseman’s Beach is a small public shoreline in Swampscott, Massachusetts, known for its sandy waterfront and coastal views of Massachusetts Bay.
-
B.
Kalmus Beach
Kalmus Beach is a popular public beach in Hyannis, Massachusetts, known for its strong winds that make it a favorite spot for windsurfing and kiteboarding.
-
C.
Sand Point Beach
Sand Point Beach is a scenic sandy shoreline on Lake Superior within Michigan’s Pictured Rocks National Lakeshore, known for its clear waters, sunsets, and easy access.
-
D.
McGee Beach
McGee Beach is a popular family-friendly urban beach along the Corpus Christi Bayfront in Corpus Christi, Texas, known for its calm waters, easy access, and scenic views.
-
E.
Inkwell Beach
Inkwell Beach is a historically significant African American beach on Martha’s Vineyard, renowned as a longtime summer gathering place and cultural landmark.
- 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_69bda4073aa88190ba64691b93aab900 |
completed | March 20, 2026, 7:46 p.m. |
| NEDg | Description generation | batch_69bda586202c8190960d36bdaa1284a7 |
completed | March 20, 2026, 7:52 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69bda5dd44388190861ddf5f689b739c |
completed | March 20, 2026, 7:54 p.m. |
Created at: March 9, 2026, 3:46 p.m.