Triple
T1394785
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Wallen |
E30639
|
entity |
| Predicate | subjectOf |
P38
|
FINISHED |
| Object |
Project 1012 (Amsterdam city centre renewal)
Project 1012 (Amsterdam city centre renewal) was a controversial urban redevelopment initiative by the City of Amsterdam aimed at restructuring and partially gentrifying the historic Red Light District through property purchases, business diversification, and stricter regulation of sex work and related industries.
|
E159527
|
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: Project 1012 (Amsterdam city centre renewal) | Statement: [Wallen, subjectOf, Project 1012 (Amsterdam city centre renewal)]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Project 1012 (Amsterdam city centre renewal) Context triple: [Wallen, subjectOf, Project 1012 (Amsterdam city centre renewal)]
-
A.
Zuidasdok infrastructure project
The Zuidasdok infrastructure project is a major Dutch urban development and transport initiative to upgrade Amsterdam’s southern business district by expanding road and rail capacity and transforming Amsterdam Zuid station into a key national and international hub.
-
B.
Amsterdam Sloterdijk
Amsterdam Sloterdijk is a major multimodal transport hub in the western part of Amsterdam, serving as a key interchange for national and international trains, metro, trams, and buses.
-
C.
Amsterdam civic guild system
The Amsterdam civic guild system was an early modern urban framework of professional and trade associations that regulated economic activity, social status, and civic responsibilities within the city.
-
D.
Amsterdam Zuid
Amsterdam Zuid is a major railway and business district station in the southern part of Amsterdam, serving as a key hub for regional and international connections.
-
E.
Amsterdam North
Amsterdam North is a district of Amsterdam located across the IJ Bay, known for its rapidly developing waterfront, creative hubs, and mix of modern architecture with former industrial areas.
- 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: Project 1012 (Amsterdam city centre renewal) Triple: [Wallen, subjectOf, Project 1012 (Amsterdam city centre renewal)]
Generated description
Project 1012 (Amsterdam city centre renewal) was a controversial urban redevelopment initiative by the City of Amsterdam aimed at restructuring and partially gentrifying the historic Red Light District through property purchases, business diversification, and stricter regulation of sex work and related industries.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Project 1012 (Amsterdam city centre renewal) Target entity description: Project 1012 (Amsterdam city centre renewal) was a controversial urban redevelopment initiative by the City of Amsterdam aimed at restructuring and partially gentrifying the historic Red Light District through property purchases, business diversification, and stricter regulation of sex work and related industries.
-
A.
Zuidasdok infrastructure project
The Zuidasdok infrastructure project is a major Dutch urban development and transport initiative to upgrade Amsterdam’s southern business district by expanding road and rail capacity and transforming Amsterdam Zuid station into a key national and international hub.
-
B.
Amsterdam Sloterdijk
Amsterdam Sloterdijk is a major multimodal transport hub in the western part of Amsterdam, serving as a key interchange for national and international trains, metro, trams, and buses.
-
C.
Amsterdam civic guild system
The Amsterdam civic guild system was an early modern urban framework of professional and trade associations that regulated economic activity, social status, and civic responsibilities within the city.
-
D.
Amsterdam Zuid
Amsterdam Zuid is a major railway and business district station in the southern part of Amsterdam, serving as a key hub for regional and international connections.
-
E.
Amsterdam North
Amsterdam North is a district of Amsterdam located across the IJ Bay, known for its rapidly developing waterfront, creative hubs, and mix of modern architecture with former industrial areas.
- 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_69a498fd4e408190bd73eca30ea9754c |
completed | March 1, 2026, 7:52 p.m. |
| NER | Named-entity recognition | batch_69a4c37e60388190a8efcb345be7a1b9 |
completed | March 1, 2026, 10:53 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69acde2c62ac819090179b775ea544c9 |
completed | March 8, 2026, 2:25 a.m. |
| NEDg | Description generation | batch_69acde870bac8190bd1c2636fca1dc74 |
completed | March 8, 2026, 2:27 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69acdef0bd0c81908e1eeb6851a2368d |
completed | March 8, 2026, 2:29 a.m. |
Created at: March 1, 2026, 7:59 p.m.