Triple

T18882476
Position Surface form Disambiguated ID Type / Status
Subject Eiffage E461864 entity
Predicate hasBrand P1500 FINISHED
Object Eiffage Énergie Systèmes
Eiffage Énergie Systèmes is a French engineering and services company specializing in electrical, energy, and industrial systems within the Eiffage group.
 E461864 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: Eiffage Énergie Systèmes | Statement: [Eiffage, hasBrand, Eiffage Énergie Systèmes]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Eiffage Énergie Systèmes
Context triple: [Eiffage, hasBrand, Eiffage Énergie Systèmes]
  • A. Eiffage
    Eiffage is a major French construction and civil engineering company known for delivering large-scale infrastructure projects such as the Millau Viaduct.
  • B. Dalkia
    Dalkia is a French energy services company specializing in energy efficiency, district heating and cooling, and sustainable energy solutions for buildings and industry.
  • C. GDF Suez
    GDF Suez was a major French multinational energy company, primarily active in electricity and natural gas, that later rebranded as Engie.
  • D. Vinci Energies
    Vinci Energies is a global engineering and services company specializing in energy, electrical, and information and communication technology solutions across infrastructure, industry, and building sectors.
  • E. IFP Energies nouvelles
    IFP Energies nouvelles is a French public-sector research and training organization specializing in energy, transport, and environmental 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: Eiffage Énergie Systèmes
Triple: [Eiffage, hasBrand, Eiffage Énergie Systèmes]
Generated description
Eiffage Énergie Systèmes is a French engineering and services company specializing in electrical, energy, and industrial systems within the Eiffage group.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Eiffage Énergie Systèmes
Target entity description: Eiffage Énergie Systèmes is a French engineering and services company specializing in electrical, energy, and industrial systems within the Eiffage group.
  • A. Eiffage chosen
    Eiffage is a major French construction and civil engineering company known for delivering large-scale infrastructure projects such as the Millau Viaduct.
  • B. Dalkia
    Dalkia is a French energy services company specializing in energy efficiency, district heating and cooling, and sustainable energy solutions for buildings and industry.
  • C. GDF Suez
    GDF Suez was a major French multinational energy company, primarily active in electricity and natural gas, that later rebranded as Engie.
  • D. Vinci Energies
    Vinci Energies is a global engineering and services company specializing in energy, electrical, and information and communication technology solutions across infrastructure, industry, and building sectors.
  • E. IFP Energies nouvelles
    IFP Energies nouvelles is a French public-sector research and training organization specializing in energy, transport, and environmental technologies.
  • F. None of above.

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_69d8dcfc3430819095ee6fc0eb4c06a5 completed April 10, 2026, 11:20 a.m.
NER Named-entity recognition batch_69e5c3d3286081908c1ae2cb413b49aa completed April 20, 2026, 6:12 a.m.
NED1 Entity disambiguation (via context triple) batch_6a059fb10fd081909612903d9b707e08 completed May 14, 2026, 10:10 a.m.
NEDg Description generation batch_6a05a0fef5ac8190b786d63a4980d12e completed May 14, 2026, 10:16 a.m.
NED2 Entity disambiguation (via description) batch_6a05a15082848190b9709e659590014b completed May 14, 2026, 10:17 a.m.
Created at: April 10, 2026, 11:57 a.m.