Triple

T3304358
Position Surface form Disambiguated ID Type / Status
Subject Bertrand Meyer E69410 entity
Predicate associatedWith P37 FINISHED
Object Eiffel community
The Eiffel community is the global group of developers, researchers, and enthusiasts centered around the Eiffel programming language and its software engineering principles.
 E347711 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: Eiffel community | Statement: [Bertrand Meyer, associatedWith, Eiffel community]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Eiffel community
Context triple: [Bertrand Meyer, associatedWith, Eiffel community]
  • A. Commune of Clichy-sous-Bois
    The Commune of Clichy-sous-Bois is a suburban municipality in the eastern outskirts of Paris, known for its large immigrant population and its role as a focal point of the 2005 French riots.
  • B. Commune of Aubervilliers
    The Commune of Aubervilliers is a densely populated suburban municipality just northeast of Paris, known for its cultural diversity and strong working-class and industrial heritage.
  • C. Commune of Rosny-sous-Bois
    The Commune of Rosny-sous-Bois is a suburban municipality in the eastern outskirts of Paris, France, known for its residential neighborhoods and commercial centers.
  • D. Commune of Aulnay-sous-Bois
    The Commune of Aulnay-sous-Bois is a suburban municipality in the northeastern outskirts of Paris, France, known for its diverse population and significant residential and industrial areas.
  • E. Commune of Épinay-sur-Seine
    The Commune of Épinay-sur-Seine is a suburban municipality in the northern outskirts of Paris, France, known for its residential neighborhoods and location along the Seine River.
  • 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: Eiffel community
Triple: [Bertrand Meyer, associatedWith, Eiffel community]
Generated description
The Eiffel community is the global group of developers, researchers, and enthusiasts centered around the Eiffel programming language and its software engineering principles.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Eiffel community
Target entity description: The Eiffel community is the global group of developers, researchers, and enthusiasts centered around the Eiffel programming language and its software engineering principles.
  • A. Commune of Clichy-sous-Bois
    The Commune of Clichy-sous-Bois is a suburban municipality in the eastern outskirts of Paris, known for its large immigrant population and its role as a focal point of the 2005 French riots.
  • B. Commune of Aubervilliers
    The Commune of Aubervilliers is a densely populated suburban municipality just northeast of Paris, known for its cultural diversity and strong working-class and industrial heritage.
  • C. Commune of Rosny-sous-Bois
    The Commune of Rosny-sous-Bois is a suburban municipality in the eastern outskirts of Paris, France, known for its residential neighborhoods and commercial centers.
  • D. Commune of Aulnay-sous-Bois
    The Commune of Aulnay-sous-Bois is a suburban municipality in the northeastern outskirts of Paris, France, known for its diverse population and significant residential and industrial areas.
  • E. Commune of Épinay-sur-Seine
    The Commune of Épinay-sur-Seine is a suburban municipality in the northern outskirts of Paris, France, known for its residential neighborhoods and location along the Seine River.
  • 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_69ad859f218081909458d2cebbf57565 completed March 8, 2026, 2:20 p.m.
NER Named-entity recognition batch_69adb0c8179081908a2595d1fdb7560a completed March 8, 2026, 5:24 p.m.
NED1 Entity disambiguation (via context triple) batch_69b2f3e383088190a056ca793ebf4ffe completed March 12, 2026, 5:12 p.m.
NEDg Description generation batch_69b2f9fb060881909dd940c69cf4a12e completed March 12, 2026, 5:38 p.m.
NED2 Entity disambiguation (via description) batch_69b3137bf988819080cef6c1946ec622 completed March 12, 2026, 7:26 p.m.
Created at: March 8, 2026, 3:11 p.m.