Triple

T29133875
Position Surface form Disambiguated ID Type / Status
Subject Independent News & Media E738454 entity
Predicate hasFormerShareholder P159205 FINISHED
Object Denis O'Brien
Denis O'Brien is an Irish billionaire businessman best known for his telecommunications ventures and influential media holdings in Ireland and abroad.
 E1850933 NE FINISHED

How this triple was built (3 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: Denis O'Brien | Statement: [Independent News & Media, hasFormerShareholder, Denis O'Brien]
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: Denis O'Brien
Triple: [Independent News & Media, hasFormerShareholder, Denis O'Brien]
Generated description
Denis O'Brien is an Irish billionaire businessman best known for his telecommunications ventures and influential media holdings in Ireland and abroad.
PD Predicate disambiguation gpt-5-mini-2025-08-07 
Target predicate: hasFormerShareholder
Context triple: [Independent News & Media, hasFormerShareholder, Denis O'Brien]
  • A. hasMajorShareholderHistory
    Indicates that an entity has had one or more major shareholders at some point in its history.
  • B. hasShareholdersFrom
    Indicates that an entity has shareholders who originate from or are associated with a specified country, region, or organization.
  • C. hasFormerFounder
    Indicates that an entity was previously a founder of another entity but no longer holds that founder role or status.
  • D. isShareholderOf
    Indicates that one entity owns shares or equity in another entity, giving it a financial stake and certain associated rights in that entity.
  • E. holderIsFormer chosen
    Indicates that the referenced holder previously had, but no longer has, the specified role, position, or status.
  • F. None of above.

Provenance (6 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_69f07cb3adb48190a9e0e169cd026634 completed April 28, 2026, 9:24 a.m.
NER Named-entity recognition batch_69f7b0e5744c8190a22c1e1d6fcfa466 completed May 3, 2026, 8:32 p.m.
NED1 Entity disambiguation (via context triple) batch_6a2537d6501081909483d902995bde26 completed June 7, 2026, 9:20 a.m.
NEDg Description generation batch_6a253d4c35748190b0d726388de098b2 completed June 7, 2026, 9:43 a.m.
NED2 Entity disambiguation (via description) batch_6a25413321e0819084e4bf697d1337e0 completed June 7, 2026, 10 a.m.
PD Predicate disambiguation batch_69f7ab70d034819080295628497d8582 completed May 3, 2026, 8:09 p.m.
Created at: April 28, 2026, 11:33 a.m.