Triple

T15439542
Position Surface form Disambiguated ID Type / Status
Subject Bloomberg Industry Group E369859 entity
Predicate product P490 FINISHED
Object Bloomberg Government
Bloomberg Government is a subscription-based data and analytics platform that provides in-depth information, news, and tools focused on U.S. government policy, legislation, and federal contracting for professionals in the public affairs and government sectors.
E436441 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: Bloomberg Government | Statement: [Bloomberg Industry Group, product, Bloomberg Government]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Bloomberg Government
Context triple: [Bloomberg Industry Group, product, Bloomberg Government]
  • A. The Treasury
    The Treasury is an iconic rock-cut temple façade in the ancient city of Petra, Jordan, renowned for its elaborate Hellenistic architecture carved into rose-red sandstone cliffs.
  • B. Board of Governors
    The Board of Governors is the highest decision-making body of the International Finance Corporation, composed mainly of finance ministers and other senior officials from member countries who set its overall policies and strategic direction.
  • C. Board of Governors
    The Board of Governors is the senior governing body responsible for overseeing the strategic direction, financial health, and overall governance of the University of Bolton.
  • D. Board of Governors
    The Board of Governors is the senior governing body responsible for overseeing the strategic direction, financial health, and overall governance of the University of Northampton.
  • E. Board of Governors
    The Board of Governors is the highest decision-making body of the New Development Bank, composed mainly of finance ministers or equivalent officials from member countries who oversee the bank’s strategic direction and major policies.
  • 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: Bloomberg Government
Triple: [Bloomberg Industry Group, product, Bloomberg Government]
Generated description
Bloomberg Government is a subscription-based data and analytics platform that provides in-depth information, news, and tools focused on U.S. government policy, legislation, and federal contracting for professionals in the public affairs and government sectors.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Bloomberg Government
Target entity description: Bloomberg Government is a subscription-based data and analytics platform that provides in-depth information, news, and tools focused on U.S. government policy, legislation, and federal contracting for professionals in the public affairs and government sectors.
  • A. Bloomberg Government chosen
    Bloomberg Government is a subscription-based data, news, and analytics service that provides in-depth coverage of U.S. government policy, legislation, and regulation for professionals in the public affairs and government contracting sectors.
  • B. The Treasury
    The Treasury is an iconic rock-cut temple façade in the ancient city of Petra, Jordan, renowned for its elaborate Hellenistic architecture carved into rose-red sandstone cliffs.
  • C. Board of Governors
    The Board of Governors is the highest decision-making body of the International Finance Corporation, composed mainly of finance ministers and other senior officials from member countries who set its overall policies and strategic direction.
  • D. Board of Governors
    The Board of Governors is the senior governing body responsible for overseeing the strategic direction, financial health, and overall governance of the University of Bolton.
  • E. Board of Governors
    The Board of Governors is the senior governing body responsible for overseeing the strategic direction, financial health, and overall governance of the University of Northampton.
  • F. None of above.

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_69d85a19180081909925012fbf4e62a3 completed April 10, 2026, 2:02 a.m.
NER Named-entity recognition batch_69e03eddf258819082679970b7d2b6af completed April 16, 2026, 1:43 a.m.
NED1 Entity disambiguation (via context triple) batch_69ff21a9b9188190a3f5de3ee18c5d3e completed May 9, 2026, 11:59 a.m.
NEDg Description generation batch_69ff22e2f298819085c90e28acafef44 completed May 9, 2026, 12:04 p.m.
NED2 Entity disambiguation (via description) batch_69ff240af68c8190af88834d97a42afb completed May 9, 2026, 12:09 p.m.
Created at: April 10, 2026, 3:21 a.m.