Triple

T6869749
Position Surface form Disambiguated ID Type / Status
Subject Sophia Antipolis E158509 entity
Predicate hasCompany P1287 FINISHED
Object Thales (R&D facilities)
Thales (R&D facilities) is a major research and development center of the French aerospace, defense, and security group Thales, focused on advanced technologies and innovation.
 E624938 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: Thales (R&D facilities) | Statement: [Sophia Antipolis, hasCompany, Thales (R&D facilities)]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Thales (R&D facilities)
Context triple: [Sophia Antipolis, hasCompany, Thales (R&D facilities)]
  • A. Thales Canada
    Thales Canada is the Canadian subsidiary of the global Thales Group, specializing in advanced technologies and solutions for defense, aerospace, transportation, and security markets in Canada.
  • B. Thales Australia
    Thales Australia is the Australian subsidiary of the global Thales Group, specializing in defense, aerospace, security, and transportation technology solutions for the Australian market and regional partners.
  • C. Thales UK
    Thales UK is the British division of the global Thales Group, specializing in advanced defense, aerospace, security, and transportation technologies and services.
  • D. Thales Nederland
    Thales Nederland is the Dutch branch of the Thales Group, specializing in high-tech defense, security, and radar systems.
  • E. Thales Raytheon Systems
    Thales Raytheon Systems is a defense electronics joint venture specializing in air defense, command-and-control, and radar systems.
  • 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: Thales (R&D facilities)
Triple: [Sophia Antipolis, hasCompany, Thales (R&D facilities)]
Generated description
Thales (R&D facilities) is a major research and development center of the French aerospace, defense, and security group Thales, focused on advanced technologies and innovation.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Thales (R&D facilities)
Target entity description: Thales (R&D facilities) is a major research and development center of the French aerospace, defense, and security group Thales, focused on advanced technologies and innovation.
  • A. Thales Canada
    Thales Canada is the Canadian subsidiary of the global Thales Group, specializing in advanced technologies and solutions for defense, aerospace, transportation, and security markets in Canada.
  • B. Thales Australia
    Thales Australia is the Australian subsidiary of the global Thales Group, specializing in defense, aerospace, security, and transportation technology solutions for the Australian market and regional partners.
  • C. Thales UK
    Thales UK is the British division of the global Thales Group, specializing in advanced defense, aerospace, security, and transportation technologies and services.
  • D. Thales Nederland
    Thales Nederland is the Dutch branch of the Thales Group, specializing in high-tech defense, security, and radar systems.
  • E. Thales Raytheon Systems
    Thales Raytheon Systems is a defense electronics joint venture specializing in air defense, command-and-control, and radar systems.
  • 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.