Triple

T3623002
Position Surface form Disambiguated ID Type / Status
Subject Grand Paris urban area E76769 entity
Predicate hasPlanningInitiative P42466 FINISHED
Object Grand Paris project
The Grand Paris project is a major French urban development and transportation initiative aimed at transforming the Paris metropolitan area through new infrastructure, housing, and economic hubs.
E373743 NE FINISHED

How this triple was built (5 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: Grand Paris project | Statement: [Grand Paris urban area, hasPlanningInitiative, Grand Paris project]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Grand Paris project
Context triple: [Grand Paris urban area, hasPlanningInitiative, Grand Paris project]
  • A. Grand Louvre project
    The Grand Louvre project was a major late-20th-century renovation and expansion of the Louvre Museum in Paris that modernized its facilities and reoriented its entrance around the iconic glass pyramid.
  • B. Grand Paris urban area
    The Grand Paris urban area is the large metropolitan region centered on Paris that encompasses the city and its surrounding suburbs and commuter towns.
  • C. Haussmannization of Paris
    Haussmannization of Paris was the massive 19th-century urban renewal program that transformed Paris with wide boulevards, uniform building facades, parks, and modern infrastructure under Baron Haussmann.
  • D. Front de Seine high-rise complex
    The Front de Seine high-rise complex is a modernist cluster of residential and office skyscrapers built along the Seine River in Paris during the 1960s–1970s as part of an urban renewal project.
  • E. IEP de Paris
    IEP de Paris is the formal French name and abbreviation for Sciences Po, a prestigious Paris-based institute of political studies and social sciences.
  • 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: Grand Paris project
Triple: [Grand Paris urban area, hasPlanningInitiative, Grand Paris project]
Generated description
The Grand Paris project is a major French urban development and transportation initiative aimed at transforming the Paris metropolitan area through new infrastructure, housing, and economic hubs.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Grand Paris project
Target entity description: The Grand Paris project is a major French urban development and transportation initiative aimed at transforming the Paris metropolitan area through new infrastructure, housing, and economic hubs.
  • A. Grand Louvre project
    The Grand Louvre project was a major late-20th-century renovation and expansion of the Louvre Museum in Paris that modernized its facilities and reoriented its entrance around the iconic glass pyramid.
  • B. Grand Paris urban area
    The Grand Paris urban area is the large metropolitan region centered on Paris that encompasses the city and its surrounding suburbs and commuter towns.
  • C. Haussmannization of Paris
    Haussmannization of Paris was the massive 19th-century urban renewal program that transformed Paris with wide boulevards, uniform building facades, parks, and modern infrastructure under Baron Haussmann.
  • D. Front de Seine high-rise complex
    The Front de Seine high-rise complex is a modernist cluster of residential and office skyscrapers built along the Seine River in Paris during the 1960s–1970s as part of an urban renewal project.
  • E. IEP de Paris
    IEP de Paris is the formal French name and abbreviation for Sciences Po, a prestigious Paris-based institute of political studies and social sciences.
  • F. None of above. chosen
PD Predicate disambiguation gpt-5-mini-2025-08-07
Target predicate: hasPlanningInitiative
Context triple: [Grand Paris urban area, hasPlanningInitiative, Grand Paris project]
  • A. hasPlanningStatus
    Indicates that an entity is associated with a particular stage, condition, or outcome in a planning or approval process.
  • B. hasPlanningLevel
    Indicates that an entity is associated with a specific stage, tier, or granularity within a planning or scheduling hierarchy.
  • C. hasInitiative chosen
    Indicates that an entity is responsible for starting, leading, or driving a particular action, project, or process.
  • D. hasPlanningFunction
    Indicates that an entity is responsible for or involved in planning, organizing, or determining future actions or strategies.
  • E. hasPlannedInstitution
    Indicates that an entity has an associated institution that is intended or scheduled to be established or implemented in the future.
  • F. None of above.

Provenance (6 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_69ad85dae2fc81908d1ceadbc6af0089 completed March 8, 2026, 2:21 p.m.
NER Named-entity recognition batch_69adc2bc79008190abe6900adcbda8de completed March 8, 2026, 6:41 p.m.
NED1 Entity disambiguation (via context triple) batch_69b43320955c8190910c0f15c80f41f4 completed March 13, 2026, 3:54 p.m.
NEDg Description generation batch_69b43705642881909c62b7363a4f3a12 completed March 13, 2026, 4:10 p.m.
NED2 Entity disambiguation (via description) batch_69b4379cd04c81909246747bcc357261 completed March 13, 2026, 4:13 p.m.
PD Predicate disambiguation batch_69adb8410a5881909c94818d7060b2b0 completed March 8, 2026, 5:56 p.m.
Created at: March 8, 2026, 3:23 p.m.