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.