Triple
T22474455
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Florence, Massachusetts |
E555590
|
entity |
| Predicate | hasCulturalInstitution |
P105
|
FINISHED |
| Object |
Florence Civic and Business Association (local)
The Florence Civic and Business Association is a local community and business organization in Florence, Massachusetts that promotes civic engagement, supports local enterprises, and organizes neighborhood events.
|
E1538579
|
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: Florence Civic and Business Association (local) | Statement: [Florence, Massachusetts, hasCulturalInstitution, Florence Civic and Business Association (local) ]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Florence Civic and Business Association (local) Context triple: [Florence, Massachusetts, hasCulturalInstitution, Florence Civic and Business Association (local) ]
-
A.
Florence Center
Florence Center is a satellite campus of Lane Community College serving students in the Florence, Oregon area with local access to the college’s educational programs and services.
-
B.
Florence Center
Florence Center is a multi-purpose arena and event venue in Florence, South Carolina, hosting sports, concerts, conventions, and community events.
-
C.
Florence downtown historic district
The Florence Downtown Historic District is a preserved central business area in Florence, Colorado, known for its late 19th- and early 20th-century architecture and small-town commercial character.
-
D.
Florence Townsite Historic District
The Florence Townsite Historic District is a preserved area in downtown Florence, Arizona, known for its well-maintained 19th- and early 20th-century buildings that reflect the town’s frontier, territorial, and early statehood history.
-
E.
Venice Neighborhood Council
The Venice Neighborhood Council is a local representative body that advocates for community interests and advises the City of Los Angeles on issues affecting the Venice neighborhood.
- 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: Florence Civic and Business Association (local) Triple: [Florence, Massachusetts, hasCulturalInstitution, Florence Civic and Business Association (local) ]
Generated description
The Florence Civic and Business Association is a local community and business organization in Florence, Massachusetts that promotes civic engagement, supports local enterprises, and organizes neighborhood events.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Florence Civic and Business Association (local) Target entity description: The Florence Civic and Business Association is a local community and business organization in Florence, Massachusetts that promotes civic engagement, supports local enterprises, and organizes neighborhood events.
-
A.
Florence Center
Florence Center is a satellite campus of Lane Community College serving students in the Florence, Oregon area with local access to the college’s educational programs and services.
-
B.
Florence Center
Florence Center is a multi-purpose arena and event venue in Florence, South Carolina, hosting sports, concerts, conventions, and community events.
-
C.
Florence downtown historic district
The Florence Downtown Historic District is a preserved central business area in Florence, Colorado, known for its late 19th- and early 20th-century architecture and small-town commercial character.
-
D.
Florence Townsite Historic District
The Florence Townsite Historic District is a preserved area in downtown Florence, Arizona, known for its well-maintained 19th- and early 20th-century buildings that reflect the town’s frontier, territorial, and early statehood history.
-
E.
Venice Neighborhood Council
The Venice Neighborhood Council is a local representative body that advocates for community interests and advises the City of Los Angeles on issues affecting the Venice neighborhood.
- 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_69e11e52c2048190952dc5df209b9bed |
completed | April 16, 2026, 5:37 p.m. |
| NER | Named-entity recognition | batch_69f15be2d5388190a59d11b3403d998b |
completed | April 29, 2026, 1:16 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a0b125dda888190a266454969014eb7 |
completed | May 18, 2026, 1:21 p.m. |
| NEDg | Description generation | batch_6a0b1388d8a481908d61f578fde9991d |
completed | May 18, 2026, 1:26 p.m. |
| NED2 | Entity disambiguation (via description) | batch_6a0b1462413c819086c2de0e62b2648a |
completed | May 18, 2026, 1:30 p.m. |
Created at: April 16, 2026, 8:49 p.m.