Triple

T23456387
Position Surface form Disambiguated ID Type / Status
Subject Gannett E567931 entity
Predicate hasSubsidiary P254 FINISHED
Object LocaliQ
LocaliQ is a digital marketing and advertising services company that operates as the marketing solutions arm of Gannett, helping local and regional businesses grow their online presence and customer base.
E1586698 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: LocaliQ | Statement: [Gannett, hasSubsidiary, LocaliQ]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: LocaliQ
Context triple: [Gannett, hasSubsidiary, LocaliQ]
  • A. Localish
    Localish is a lifestyle-focused digital media brand and programming initiative that produces short-form, feel-good stories about local communities, food, and culture across the United States.
  • B. Places API
    Places API is a Google Maps web service that provides detailed information about geographic locations, including place search, details, photos, and autocomplete functionality for applications.
  • C. Single Business Discovery Service
    Single Business Discovery Service was the original name of Trove, an Australian online discovery platform that aggregates and provides access to digitized newspapers, books, images, and other cultural and historical resources.
  • D. Global Resource Directory
    Global Resource Directory is a centralized system that maintains and provides access to information about distributed resources and services across a global computing environment.
  • E. Everything POP Shopping & Dining food court
    Everything POP Shopping & Dining food court is a casual, themed quick-service dining and retail area at Disney’s Pop Century Resort offering a variety of food options and merchandise for guests.
  • 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: LocaliQ
Triple: [Gannett, hasSubsidiary, LocaliQ]
Generated description
LocaliQ is a digital marketing and advertising services company that operates as the marketing solutions arm of Gannett, helping local and regional businesses grow their online presence and customer base.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: LocaliQ
Target entity description: LocaliQ is a digital marketing and advertising services company that operates as the marketing solutions arm of Gannett, helping local and regional businesses grow their online presence and customer base.
  • A. Localish
    Localish is a lifestyle-focused digital media brand and programming initiative that produces short-form, feel-good stories about local communities, food, and culture across the United States.
  • B. Places API
    Places API is a Google Maps web service that provides detailed information about geographic locations, including place search, details, photos, and autocomplete functionality for applications.
  • C. Single Business Discovery Service
    Single Business Discovery Service was the original name of Trove, an Australian online discovery platform that aggregates and provides access to digitized newspapers, books, images, and other cultural and historical resources.
  • D. Global Resource Directory
    Global Resource Directory is a centralized system that maintains and provides access to information about distributed resources and services across a global computing environment.
  • E. Everything POP Shopping & Dining food court
    Everything POP Shopping & Dining food court is a casual, themed quick-service dining and retail area at Disney’s Pop Century Resort offering a variety of food options and merchandise for guests.
  • 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_69e2458b4c888190b1d7998f9862a558 completed April 17, 2026, 2:36 p.m.
NER Named-entity recognition batch_69f1a6980d4481909fab47cb5bd28eab completed April 29, 2026, 6:35 a.m.
NED1 Entity disambiguation (via context triple) batch_6a0c67c3bda88190b1f16a7cc21c1a93 completed May 19, 2026, 1:38 p.m.
NEDg Description generation batch_6a0c7218a358819082d8b19b57b61013 completed May 19, 2026, 2:22 p.m.
NED2 Entity disambiguation (via description) batch_6a0c76ed37b08190af81b4ae2dc7c028 completed May 19, 2026, 2:42 p.m.
Created at: April 17, 2026, 5:53 p.m.