Triple

T6869748
Position Surface form Disambiguated ID Type / Status
Subject Sophia Antipolis E158509 entity
Predicate hasCompany P1287 FINISHED
Object Orange (R&D facilities)
Orange (R&D facilities) is the research and development arm of the French telecommunications company Orange, focusing on innovation in networks, digital services, and communication technologies.
 E624937 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 (R&D facilities) | Statement: [Sophia Antipolis, hasCompany, Orange (R&D facilities)]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Orange (R&D facilities)
Context triple: [Sophia Antipolis, hasCompany, Orange (R&D facilities)]
  • A. Tartan Laboratories
    Tartan Laboratories was a computer science and software company known for its work on programming language tools and compilers, particularly in collaboration with prominent language designers like Guy L. Steele Jr.
  • B. Insitu
    Insitu is an American company specializing in the design and manufacture of unmanned aerial systems, particularly for military and commercial surveillance and reconnaissance applications.
  • C. Arcore
    Arcore is a small town in the Lombardy region of northern Italy, known for its historic villas and proximity to Milan.
  • D. Grove
    Grove is a surname most prominently associated with Andrew S. Grove, the influential engineer and former CEO of Intel who helped shape the modern semiconductor industry.
  • E. ONR Global
    ONR Global is the international arm of the U.S. Office of Naval Research that fosters and funds scientific collaboration and innovation with partners around the world to support naval and marine technologies.
  • 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 (R&D facilities)
Triple: [Sophia Antipolis, hasCompany, Orange (R&D facilities)]
Generated description
Orange (R&D facilities) is the research and development arm of the French telecommunications company Orange, focusing on innovation in networks, digital services, and communication technologies.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Orange (R&D facilities)
Target entity description: Orange (R&D facilities) is the research and development arm of the French telecommunications company Orange, focusing on innovation in networks, digital services, and communication technologies.
  • A. Tartan Laboratories
    Tartan Laboratories was a computer science and software company known for its work on programming language tools and compilers, particularly in collaboration with prominent language designers like Guy L. Steele Jr.
  • B. Insitu
    Insitu is an American company specializing in the design and manufacture of unmanned aerial systems, particularly for military and commercial surveillance and reconnaissance applications.
  • C. Arcore
    Arcore is a small town in the Lombardy region of northern Italy, known for its historic villas and proximity to Milan.
  • D. Grove
    Grove is a surname most prominently associated with Andrew S. Grove, the influential engineer and former CEO of Intel who helped shape the modern semiconductor industry.
  • E. ONR Global
    ONR Global is the international arm of the U.S. Office of Naval Research that fosters and funds scientific collaboration and innovation with partners around the world to support naval and marine technologies.
  • 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_69c68831e3648190a643c328122e4d43 completed March 27, 2026, 1:37 p.m.
NER Named-entity recognition batch_69c6d8a916a88190b81551731dff2898 completed March 27, 2026, 7:21 p.m.
NED1 Entity disambiguation (via context triple) batch_69c742a114008190be431f1e10d94501 completed March 28, 2026, 2:53 a.m.
NEDg Description generation batch_69c743328d148190814372ce5217f9cd completed March 28, 2026, 2:55 a.m.
NED2 Entity disambiguation (via description) batch_69c7443919ec819089040e50462864d1 completed March 28, 2026, 3 a.m.
Created at: March 27, 2026, 2:22 p.m.