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.