Triple

T15505399
Position Surface form Disambiguated ID Type / Status
Subject Bridgeport, Texas E379066 entity
Predicate hasChamberOfCommerce P90356 FINISHED
Object Bridgeport Chamber of Commerce
The Bridgeport Chamber of Commerce is a local business organization that promotes economic development, supports member businesses, and advocates for the commercial interests of the Bridgeport, Texas community.
E1159947 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: Bridgeport Chamber of Commerce | Statement: [Bridgeport, Texas, hasChamberOfCommerce, Bridgeport Chamber of Commerce]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Bridgeport Chamber of Commerce
Context triple: [Bridgeport, Texas, hasChamberOfCommerce, Bridgeport Chamber of Commerce]
  • A. Bridgeport
    Bridgeport is a historic, working-class neighborhood on Chicago’s South Side known for its strong ethnic communities and proximity to the city’s major sports venues.
  • B. Bridgeport
    Bridgeport is a coastal industrial city in southwestern Connecticut known for its historic manufacturing base and diverse urban population.
  • C. Bridgeport
    Bridgeport is a small unincorporated community in California’s Eastern Sierra region, known for its historic courthouse, scenic high-altitude valley, and access to outdoor recreation such as fishing, hiking, and hot springs.
  • D. Bridgeport
    Bridgeport is a small rural city in western Nebraska that serves as a local agricultural and community hub.
  • E. Bridgeport
    Bridgeport is a mixed residential and commercial neighborhood in Richmond, British Columbia, known for its proximity to major transportation routes and the Fraser River.
  • 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: Bridgeport Chamber of Commerce
Triple: [Bridgeport, Texas, hasChamberOfCommerce, Bridgeport Chamber of Commerce]
Generated description
The Bridgeport Chamber of Commerce is a local business organization that promotes economic development, supports member businesses, and advocates for the commercial interests of the Bridgeport, Texas community.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Bridgeport Chamber of Commerce
Target entity description: The Bridgeport Chamber of Commerce is a local business organization that promotes economic development, supports member businesses, and advocates for the commercial interests of the Bridgeport, Texas community.
  • A. Bridgeport
    Bridgeport is a historic, working-class neighborhood on Chicago’s South Side known for its strong ethnic communities and proximity to the city’s major sports venues.
  • B. Bridgeport
    Bridgeport is a coastal industrial city in southwestern Connecticut known for its historic manufacturing base and diverse urban population.
  • C. Bridgeport
    Bridgeport is a small unincorporated community in California’s Eastern Sierra region, known for its historic courthouse, scenic high-altitude valley, and access to outdoor recreation such as fishing, hiking, and hot springs.
  • D. Bridgeport
    Bridgeport is a small rural city in western Nebraska that serves as a local agricultural and community hub.
  • E. Bridgeport
    Bridgeport is a mixed residential and commercial neighborhood in Richmond, British Columbia, known for its proximity to major transportation routes and the Fraser River.
  • 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_69d85cd53a7c819080f5b9042c4c199e completed April 10, 2026, 2:13 a.m.
NER Named-entity recognition batch_69e03fcd5d948190b25a67a72ef980e9 completed April 16, 2026, 1:47 a.m.
NED1 Entity disambiguation (via context triple) batch_69ff366bd31c81909e21075b6b601448 completed May 9, 2026, 1:28 p.m.
NEDg Description generation batch_69ff371416e08190a84b2be7b7dbc4a3 completed May 9, 2026, 1:31 p.m.
NED2 Entity disambiguation (via description) batch_69ff379cc22881909e8a3e189d3f98d1 completed May 9, 2026, 1:33 p.m.
Created at: April 10, 2026, 3:55 a.m.