Triple
T16420634
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Fox Cities |
E398807
|
entity |
| Predicate | hasRegionalOrganization |
P2785
|
FINISHED |
| Object |
Fox Cities Chamber of Commerce
The Fox Cities Chamber of Commerce is a regional business organization that supports economic development, advocacy, and networking for companies and communities in the Fox Cities area of Wisconsin.
|
E1211504
|
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: Fox Cities Chamber of Commerce | Statement: [Fox Cities, hasRegionalOrganization, Fox Cities Chamber of Commerce]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Fox Cities Chamber of Commerce Context triple: [Fox Cities, hasRegionalOrganization, Fox Cities Chamber of Commerce]
-
A.
Fox Cities
Fox Cities is a metropolitan region in northeastern Wisconsin centered around Appleton and neighboring communities along the Fox River, known for its manufacturing base, cultural attractions, and riverfront development.
-
B.
Fox Cities, Wisconsin
Fox Cities, Wisconsin is a metropolitan region in northeastern Wisconsin centered around Appleton and several neighboring communities along the Fox River, known for its manufacturing base, cultural attractions, and regional economic significance.
-
C.
Chicago Department of Cultural Affairs and Special Events
The Chicago Department of Cultural Affairs and Special Events is a city agency responsible for promoting arts, culture, and public events in Chicago through programming, festivals, and management of key cultural venues.
-
D.
Fox Cities and Winnebago County area
The Fox Cities and Winnebago County area is a regional cluster in east-central Wisconsin centered around communities along the Fox River and Lake Winnebago, known for its manufacturing base, educational institutions, and cultural amenities.
-
E.
Crowley Chamber of Commerce
The Crowley Chamber of Commerce is a local business and civic organization in Crowley, Louisiana, that helps promote the community and its signature International Rice Festival.
- 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: Fox Cities Chamber of Commerce Triple: [Fox Cities, hasRegionalOrganization, Fox Cities Chamber of Commerce]
Generated description
The Fox Cities Chamber of Commerce is a regional business organization that supports economic development, advocacy, and networking for companies and communities in the Fox Cities area of Wisconsin.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Fox Cities Chamber of Commerce Target entity description: The Fox Cities Chamber of Commerce is a regional business organization that supports economic development, advocacy, and networking for companies and communities in the Fox Cities area of Wisconsin.
-
A.
Fox Cities
Fox Cities is a metropolitan region in northeastern Wisconsin centered around Appleton and neighboring communities along the Fox River, known for its manufacturing base, cultural attractions, and riverfront development.
-
B.
Fox Cities, Wisconsin
Fox Cities, Wisconsin is a metropolitan region in northeastern Wisconsin centered around Appleton and several neighboring communities along the Fox River, known for its manufacturing base, cultural attractions, and regional economic significance.
-
C.
Chicago Department of Cultural Affairs and Special Events
The Chicago Department of Cultural Affairs and Special Events is a city agency responsible for promoting arts, culture, and public events in Chicago through programming, festivals, and management of key cultural venues.
-
D.
Fox Cities and Winnebago County area
The Fox Cities and Winnebago County area is a regional cluster in east-central Wisconsin centered around communities along the Fox River and Lake Winnebago, known for its manufacturing base, educational institutions, and cultural amenities.
-
E.
Crowley Chamber of Commerce
The Crowley Chamber of Commerce is a local business and civic organization in Crowley, Louisiana, that helps promote the community and its signature International Rice Festival.
- 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_69d87f2b9024819085c20e52de95d583 |
completed | April 10, 2026, 4:40 a.m. |
| NER | Named-entity recognition | batch_69e328f735b08190aec8331f54817462 |
completed | April 18, 2026, 6:47 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a003c6e882c81908fae034f1b75b7ee |
completed | May 10, 2026, 8:06 a.m. |
| NEDg | Description generation | batch_6a003ed0bc7c8190b50e5f91cbdde6b7 |
completed | May 10, 2026, 8:16 a.m. |
| NED2 | Entity disambiguation (via description) | batch_6a003f5eb85c81909aa101efccff7b86 |
completed | May 10, 2026, 8:18 a.m. |
Created at: April 10, 2026, 5:09 a.m.