Triple
T9854932
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Warsaw, Indiana |
E239558
|
entity |
| Predicate | hasChamberOfCommerce |
P90356
|
FINISHED |
| Object |
Kosciusko Chamber of Commerce
Kosciusko Chamber of Commerce is a regional business organization that supports and advocates for businesses and economic development in and around Warsaw, Indiana.
|
E824263
|
NE FINISHED |
How this triple was built (5 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: Kosciusko Chamber of Commerce | Statement: [Warsaw, Indiana, hasChamberOfCommerce, Kosciusko Chamber of Commerce]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Kosciusko Chamber of Commerce Context triple: [Warsaw, Indiana, hasChamberOfCommerce, Kosciusko Chamber of Commerce]
-
A.
Hannibal Chamber of Commerce
The Hannibal Chamber of Commerce is a local business and civic organization in Hannibal, Missouri, that promotes community development, tourism, and economic growth.
-
B.
Boston Chamber of Commerce
The Boston Chamber of Commerce is a regional business association that advocates for economic development, public policy, and the interests of companies in the Greater Boston area.
-
C.
Kosciuszko Foundation
The Kosciuszko Foundation is a U.S.-based nonprofit dedicated to promoting educational and cultural exchange between Poland and the United States, particularly supporting Polish-American scholarship and cultural programs.
-
D.
Main Street Chamber of Commerce
Main Street Chamber of Commerce is a themed guest services and information center located on Main Street, U.S.A. in Magic Kingdom at Walt Disney World.
-
E.
Lexington Area Chamber of Commerce
The Lexington Area Chamber of Commerce is a regional business organization in Lexington, North Carolina, best known for promoting local commerce and tourism, including overseeing major 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: Kosciusko Chamber of Commerce Triple: [Warsaw, Indiana, hasChamberOfCommerce, Kosciusko Chamber of Commerce]
Generated description
Kosciusko Chamber of Commerce is a regional business organization that supports and advocates for businesses and economic development in and around Warsaw, Indiana.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Kosciusko Chamber of Commerce Target entity description: Kosciusko Chamber of Commerce is a regional business organization that supports and advocates for businesses and economic development in and around Warsaw, Indiana.
-
A.
Hannibal Chamber of Commerce
The Hannibal Chamber of Commerce is a local business and civic organization in Hannibal, Missouri, that promotes community development, tourism, and economic growth.
-
B.
Boston Chamber of Commerce
The Boston Chamber of Commerce is a regional business association that advocates for economic development, public policy, and the interests of companies in the Greater Boston area.
-
C.
Kosciuszko Foundation
The Kosciuszko Foundation is a U.S.-based nonprofit dedicated to promoting educational and cultural exchange between Poland and the United States, particularly supporting Polish-American scholarship and cultural programs.
-
D.
Main Street Chamber of Commerce
Main Street Chamber of Commerce is a themed guest services and information center located on Main Street, U.S.A. in Magic Kingdom at Walt Disney World.
-
E.
Lexington Area Chamber of Commerce
The Lexington Area Chamber of Commerce is a regional business organization in Lexington, North Carolina, best known for promoting local commerce and tourism, including overseeing major community events.
- F. None of above. chosen
PD
Predicate disambiguation
gpt-5-mini-2025-08-07
Target predicate: hasChamberOfCommerce Context triple: [Warsaw, Indiana, hasChamberOfCommerce, Kosciusko Chamber of Commerce]
-
A.
hasOrganizationalCode
Indicates that an entity is associated with a specific organizational code used to identify it within an organization’s structure or system.
-
B.
hasCorporatePresence
Indicates that an organization maintains an official operational or business presence (such as offices, facilities, or legal registration) in a particular location or context.
-
C.
isChamber
Indicates that one entity functions as a chamber, room, or enclosed space in relation to another entity.
-
D.
hasCorporateOffice
Indicates that an entity maintains a formal corporate office at a specified location or within another organizational entity.
-
E.
establishesChamber
Indicates that an entity formally creates, founds, or sets up a chamber (such as a legislative or representative body) as an institutional structure.
- F. None of above. chosen
Provenance (7 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_69ca84e4fdc08190a624425bcef98665 |
completed | March 30, 2026, 2:12 p.m. |
| NER | Named-entity recognition | batch_69cdb3960fb481909c90d6d6cafc6222 |
completed | April 2, 2026, 12:08 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69d1d5f5b6148190bcccebd0aefb4bc9 |
completed | April 5, 2026, 3:24 a.m. |
| NEDg | Description generation | batch_69d1d6917f0081908b2c82a826873faf |
completed | April 5, 2026, 3:27 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69d1d73452b48190ac3a0d6498a9a641 |
completed | April 5, 2026, 3:29 a.m. |
| PD | Predicate disambiguation | batch_69cd03e57cac8190914bb5ae608a6e0e |
completed | April 1, 2026, 11:39 a.m. |
| PDg | Predicate description generation | batch_69cd06ace53081909b5f81f382f6591e |
completed | April 1, 2026, 11:51 a.m. |
Created at: March 30, 2026, 8:34 p.m.