Triple

T8080055
Position Surface form Disambiguated ID Type / Status
Subject CNN Philippines E188590 entity
Predicate hasProgram P178 FINISHED
Object Business Matters
Business Matters is a CNN Philippines television program focused on business news, economic developments, and corporate insights in the Philippines.
 E710517 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: Business Matters | Statement: [CNN Philippines, hasProgram, Business Matters]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Business Matters
Context triple: [CNN Philippines, hasProgram, Business Matters]
  • A. World Business
    World Business was a publication or organization involved in international business and economic affairs, known in part for its early role in co-publishing the Global Innovation Index.
  • B. Biz
    Biz is the nickname of Biz Stone, the American entrepreneur best known as a co-founder of Twitter.
  • C. Economics and Business
    Economics and Business is an academic faculty focused on the study of economic systems, markets, management, and business practices.
  • D. Business Stripped Bare
    Business Stripped Bare is an autobiographical business book by entrepreneur Richard Branson that shares lessons, stories, and insights from building the Virgin Group.
  • E. 29 Business
    29 Business is a special business route designation of U.S. Route 29 that serves local traffic and commercial areas rather than bypassing them.
  • 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: Business Matters
Triple: [CNN Philippines, hasProgram, Business Matters]
Generated description
Business Matters is a CNN Philippines television program focused on business news, economic developments, and corporate insights in the Philippines.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Business Matters
Target entity description: Business Matters is a CNN Philippines television program focused on business news, economic developments, and corporate insights in the Philippines.
  • A. World Business
    World Business was a publication or organization involved in international business and economic affairs, known in part for its early role in co-publishing the Global Innovation Index.
  • B. Biz
    Biz is the nickname of Biz Stone, the American entrepreneur best known as a co-founder of Twitter.
  • C. Economics and Business
    Economics and Business is an academic faculty focused on the study of economic systems, markets, management, and business practices.
  • D. Business Stripped Bare
    Business Stripped Bare is an autobiographical business book by entrepreneur Richard Branson that shares lessons, stories, and insights from building the Virgin Group.
  • E. 29 Business
    29 Business is a special business route designation of U.S. Route 29 that serves local traffic and commercial areas rather than bypassing them.
  • 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_69ca82b662e88190b9323daab8c28a21 completed March 30, 2026, 2:03 p.m.
NER Named-entity recognition batch_69cb40a504d48190ace96e814d99b182 completed March 31, 2026, 3:33 a.m.
NED1 Entity disambiguation (via context triple) batch_69cc63f79ac08190af49e77bee67921d completed April 1, 2026, 12:16 a.m.
NEDg Description generation batch_69cc651d340c819089306bac7110f57a completed April 1, 2026, 12:21 a.m.
NED2 Entity disambiguation (via description) batch_69cc666ecc04819092ee4cc035dde627 completed April 1, 2026, 12:27 a.m.
Created at: March 30, 2026, 5:28 p.m.