Triple

T3739352
Position Surface form Disambiguated ID Type / Status
Subject Public Investment Fund E79660 entity
Predicate notableInvestment P3488 FINISHED
Object Saudi Telecom Company (stc)
Saudi Telecom Company (stc) is Saudi Arabia’s leading telecommunications and digital services provider, offering mobile, fixed-line, internet, and ICT solutions across the Kingdom and regional markets.
E383928 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: Saudi Telecom Company (stc) | Statement: [Public Investment Fund, notableInvestment, Saudi Telecom Company (stc)]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Saudi Telecom Company (stc)
Context triple: [Public Investment Fund, notableInvestment, Saudi Telecom Company (stc)]
  • A. Arab Satellite Communications Organization
    The Arab Satellite Communications Organization (Arabsat) is a pan-Arab intergovernmental satellite operator that provides telecommunications, broadcast, and broadband services across the Middle East, Africa, and parts of Europe.
  • B. KCOM Group
    KCOM Group is a UK-based telecommunications and IT services provider best known for delivering broadband, phone, and network solutions, particularly in Hull and East Yorkshire.
  • C. Deutsche Telekom
    Deutsche Telekom is a major German telecommunications company and one of the largest telecom providers in Europe, offering mobile, fixed-line, and internet services worldwide.
  • D. ADNOC Gas
    ADNOC Gas is a major natural gas processing and distribution company based in the United Arab Emirates, operating as a key subsidiary of the state-owned Abu Dhabi National Oil Company.
  • E. Arabtec
    Arabtec is a major United Arab Emirates–based construction company known for building landmark projects, including some of the world’s tallest and most iconic skyscrapers.
  • 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: Saudi Telecom Company (stc)
Triple: [Public Investment Fund, notableInvestment, Saudi Telecom Company (stc)]
Generated description
Saudi Telecom Company (stc) is Saudi Arabia’s leading telecommunications and digital services provider, offering mobile, fixed-line, internet, and ICT solutions across the Kingdom and regional markets.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Saudi Telecom Company (stc)
Target entity description: Saudi Telecom Company (stc) is Saudi Arabia’s leading telecommunications and digital services provider, offering mobile, fixed-line, internet, and ICT solutions across the Kingdom and regional markets.
  • A. Arab Satellite Communications Organization
    The Arab Satellite Communications Organization (Arabsat) is a pan-Arab intergovernmental satellite operator that provides telecommunications, broadcast, and broadband services across the Middle East, Africa, and parts of Europe.
  • B. KCOM Group
    KCOM Group is a UK-based telecommunications and IT services provider best known for delivering broadband, phone, and network solutions, particularly in Hull and East Yorkshire.
  • C. Deutsche Telekom
    Deutsche Telekom is a major German telecommunications company and one of the largest telecom providers in Europe, offering mobile, fixed-line, and internet services worldwide.
  • D. ADNOC Gas
    ADNOC Gas is a major natural gas processing and distribution company based in the United Arab Emirates, operating as a key subsidiary of the state-owned Abu Dhabi National Oil Company.
  • E. Arabtec
    Arabtec is a major United Arab Emirates–based construction company known for building landmark projects, including some of the world’s tallest and most iconic skyscrapers.
  • 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_69ad8b115610819095b02007da5ca3cb completed March 8, 2026, 2:43 p.m.
NER Named-entity recognition batch_69adcb404b908190b6b4ee583dee3cc9 completed March 8, 2026, 7:17 p.m.
NED1 Entity disambiguation (via context triple) batch_69b4db23ff3c81908d19295a7ce4a39c completed March 14, 2026, 3:51 a.m.
NEDg Description generation batch_69b4dbabb314819092dbd1ece83a894c completed March 14, 2026, 3:53 a.m.
NED2 Entity disambiguation (via description) batch_69b4dc9b80f8819083074657a32798a4 completed March 14, 2026, 3:57 a.m.
Created at: March 8, 2026, 3:34 p.m.