Triple

T5872442
Position Surface form Disambiguated ID Type / Status
Subject Abdul Latif Jameel E130548 entity
Predicate hasPart P35 FINISHED
Object Abdul Latif Jameel Energy and Environmental Services
Abdul Latif Jameel Energy and Environmental Services is the energy and environmental solutions arm of the Abdul Latif Jameel group, focusing on renewable energy, water, and sustainability projects.
E552240 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: Abdul Latif Jameel Energy and Environmental Services | Statement: [Abdul Latif Jameel, hasPart, Abdul Latif Jameel Energy and Environmental Services]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Abdul Latif Jameel Energy and Environmental Services
Context triple: [Abdul Latif Jameel, hasPart, Abdul Latif Jameel Energy and Environmental Services]
  • A. Masdar (Abu Dhabi Future Energy Company)
    Masdar (Abu Dhabi Future Energy Company) is a UAE-based renewable energy and sustainable urban development company known for pioneering clean energy projects and developing Masdar City in Abu Dhabi.
  • B. Al Habtoor Engineering
    Al Habtoor Engineering is a major UAE-based construction company known for delivering large-scale, high-profile projects in Dubai and the wider region.
  • C. Mubadala Investment Company
    Mubadala Investment Company is a sovereign wealth fund of the Government of Abu Dhabi that manages a diversified global portfolio across sectors such as energy, technology, aerospace, and real estate.
  • D. Dubai Future Foundation
    Dubai Future Foundation is a Dubai government organization focused on shaping the emirate’s future through innovation, foresight, and strategic initiatives in technology and entrepreneurship.
  • E. Royal Commission for Jubail and Yanbu
    The Royal Commission for Jubail and Yanbu is a Saudi government authority responsible for planning, developing, and managing the major industrial cities of Jubail and Yanbu.
  • 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: Abdul Latif Jameel Energy and Environmental Services
Triple: [Abdul Latif Jameel, hasPart, Abdul Latif Jameel Energy and Environmental Services]
Generated description
Abdul Latif Jameel Energy and Environmental Services is the energy and environmental solutions arm of the Abdul Latif Jameel group, focusing on renewable energy, water, and sustainability projects.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Abdul Latif Jameel Energy and Environmental Services
Target entity description: Abdul Latif Jameel Energy and Environmental Services is the energy and environmental solutions arm of the Abdul Latif Jameel group, focusing on renewable energy, water, and sustainability projects.
  • A. Masdar (Abu Dhabi Future Energy Company)
    Masdar (Abu Dhabi Future Energy Company) is a UAE-based renewable energy and sustainable urban development company known for pioneering clean energy projects and developing Masdar City in Abu Dhabi.
  • B. Al Habtoor Engineering
    Al Habtoor Engineering is a major UAE-based construction company known for delivering large-scale, high-profile projects in Dubai and the wider region.
  • C. Mubadala Investment Company
    Mubadala Investment Company is a sovereign wealth fund of the Government of Abu Dhabi that manages a diversified global portfolio across sectors such as energy, technology, aerospace, and real estate.
  • D. Dubai Future Foundation
    Dubai Future Foundation is a Dubai government organization focused on shaping the emirate’s future through innovation, foresight, and strategic initiatives in technology and entrepreneurship.
  • E. Royal Commission for Jubail and Yanbu
    The Royal Commission for Jubail and Yanbu is a Saudi government authority responsible for planning, developing, and managing the major industrial cities of Jubail and Yanbu.
  • 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_69c0085047dc8190af24e311edad3c07 completed March 22, 2026, 3:18 p.m.
NER Named-entity recognition batch_69c035f99b788190b5b06d83b9499bfa completed March 22, 2026, 6:33 p.m.
NED1 Entity disambiguation (via context triple) batch_69c0b114c53081908ea441b2a15c9ab9 completed March 23, 2026, 3:18 a.m.
NEDg Description generation batch_69c0b1fabe448190be7d93b1f8c17c2a completed March 23, 2026, 3:22 a.m.
NED2 Entity disambiguation (via description) batch_69c0b29d6048819086c4d4cd01c64a51 completed March 23, 2026, 3:25 a.m.
Created at: March 22, 2026, 3:56 p.m.