Triple

T23497058
Position Surface form Disambiguated ID Type / Status
Subject Orange Business Services E571730 entity
Predicate hasParentOrganization P10 FINISHED
Object Orange Group
Orange Group is a major French multinational telecommunications corporation that provides mobile, internet, and enterprise network services worldwide.
E1588948 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: Orange Group | Statement: [Orange Business Services, hasParentOrganization, Orange Group]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Orange Group
Context triple: [Orange Business Services, hasParentOrganization, Orange Group]
  • A. West Group
    West Group was a major American legal publishing company best known for producing comprehensive case law reporters and legal research materials used by lawyers and courts.
  • B. Grey Group
    Grey Group is a global advertising and marketing agency network known for its creative campaigns and brand-building services for major international clients.
  • C. Hub Group
    Hub Group is a North American supply chain solutions company specializing in intermodal, truck brokerage, and logistics services.
  • D. Icon Group
    Icon Group is an entertainment company best known for its involvement in film production and distribution, including through its subsidiary Icon Film Distribution.
  • E. Brigade Group
    Brigade Group is a major Indian real estate developer known for building large-scale residential, commercial, and mixed-use projects, particularly in South India.
  • 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: Orange Group
Triple: [Orange Business Services, hasParentOrganization, Orange Group]
Generated description
Orange Group is a major French multinational telecommunications corporation that provides mobile, internet, and enterprise network services worldwide.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Orange Group
Target entity description: Orange Group is a major French multinational telecommunications corporation that provides mobile, internet, and enterprise network services worldwide.
  • A. West Group
    West Group was a major American legal publishing company best known for producing comprehensive case law reporters and legal research materials used by lawyers and courts.
  • B. Grey Group
    Grey Group is a global advertising and marketing agency network known for its creative campaigns and brand-building services for major international clients.
  • C. Hub Group
    Hub Group is a North American supply chain solutions company specializing in intermodal, truck brokerage, and logistics services.
  • D. Icon Group
    Icon Group is an entertainment company best known for its involvement in film production and distribution, including through its subsidiary Icon Film Distribution.
  • E. Brigade Group
    Brigade Group is a major Indian real estate developer known for building large-scale residential, commercial, and mixed-use projects, particularly in South India.
  • 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_69e245b4829881909b77a70e942bbd54 completed April 17, 2026, 2:37 p.m.
NER Named-entity recognition batch_69f1a7e0c5a48190badb8303f40f6180 completed April 29, 2026, 6:40 a.m.
NED1 Entity disambiguation (via context triple) batch_6a0c8271bd388190acc97e26e5c142f8 completed May 19, 2026, 3:32 p.m.
NEDg Description generation batch_6a0ca6f229308190bf72b52fd44144d3 completed May 19, 2026, 6:07 p.m.
NED2 Entity disambiguation (via description) batch_6a0ca7f09af48190b7bfdae25d2f286b completed May 19, 2026, 6:12 p.m.
Created at: April 17, 2026, 6:05 p.m.