Triple
T1691022
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | De Wallen |
E36547
|
entity |
| Predicate | cityPolicy |
P31382
|
FINISHED |
| Object |
Project 1012
Project 1012 is an urban renewal and zoning initiative in Amsterdam’s De Wallen red-light district aimed at reducing crime and transforming the area’s economic and social character.
|
E190959
|
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: Project 1012 | Statement: [De Wallen, cityPolicy, Project 1012]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Project 1012 Context triple: [De Wallen, cityPolicy, Project 1012]
-
A.
Project 23
Project 23 is a major ongoing fossil excavation initiative at the La Brea Tar Pits in Los Angeles, uncovering exceptionally well-preserved Ice Age animal and plant remains.
-
B.
Project 211
Project 211 is a Chinese government initiative launched to strengthen about 100 key universities and colleges in the 21st century by prioritizing them for additional funding and development.
-
C.
Project Alpha
Project Alpha was a famous early-1980s hoax experiment in which teenage magicians, backed by skeptic James Randi, infiltrated a parapsychology lab to expose its poor scientific controls and challenge claims of psychic phenomena.
-
D.
1060 Project
1060 Project is the major renovation and modernization initiative of Wrigley Field undertaken by the Ricketts family, transforming the historic ballpark and its surrounding area.
-
E.
The Energy Project
The Energy Project is a consulting and training firm that helps organizations improve performance and employee well-being by managing energy rather than time.
- 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 Triple: [De Wallen, cityPolicy, Project 1012]
Generated description
Project 1012 is an urban renewal and zoning initiative in Amsterdam’s De Wallen red-light district aimed at reducing crime and transforming the area’s economic and social character.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Project 1012 Target entity description: Project 1012 is an urban renewal and zoning initiative in Amsterdam’s De Wallen red-light district aimed at reducing crime and transforming the area’s economic and social character.
-
A.
Project 23
Project 23 is a major ongoing fossil excavation initiative at the La Brea Tar Pits in Los Angeles, uncovering exceptionally well-preserved Ice Age animal and plant remains.
-
B.
Project 211
Project 211 is a Chinese government initiative launched to strengthen about 100 key universities and colleges in the 21st century by prioritizing them for additional funding and development.
-
C.
Project Alpha
Project Alpha was a famous early-1980s hoax experiment in which teenage magicians, backed by skeptic James Randi, infiltrated a parapsychology lab to expose its poor scientific controls and challenge claims of psychic phenomena.
-
D.
1060 Project
1060 Project is the major renovation and modernization initiative of Wrigley Field undertaken by the Ricketts family, transforming the historic ballpark and its surrounding area.
-
E.
The Energy Project
The Energy Project is a consulting and training firm that helps organizations improve performance and employee well-being by managing energy rather than time.
- F. None of above. chosen
PD
Predicate disambiguation
gpt-5-mini-2025-08-07
Target predicate: cityPolicy Context triple: [De Wallen, cityPolicy, Project 1012]
-
A.
urbanPlanningFunction
Indicates a functional role or purpose that something serves within the planning, organization, or management of urban spaces and infrastructure.
-
B.
commonPolicyArea
Indicates that two entities share the same policy domain, topic, or area of regulatory or legislative focus.
-
C.
hasLocalOrdinances
Indicates that a governing body or jurisdiction has established and enacted specific local ordinances or regulations.
-
D.
hasCityCouncil
Indicates that an entity is governed or administered by a specific city council.
-
E.
districtCouncil
Indicates that an entity serves as, or is governed by, a district-level council within a larger administrative or political structure.
- F. None of above. chosen
Provenance (7 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_69a886151508819084fa7f1ce6e05577 |
completed | March 4, 2026, 7:20 p.m. |
| NER | Named-entity recognition | batch_69aaf3359ce48190803b322db8ad6027 |
completed | March 6, 2026, 3:31 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ad79947c908190b807205bd44c3254 |
completed | March 8, 2026, 1:28 p.m. |
| NEDg | Description generation | batch_69ad7a1223fc8190b7d62217c17f7517 |
completed | March 8, 2026, 1:30 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69ad7b0787c88190a59a815fa808ac6b |
completed | March 8, 2026, 1:35 p.m. |
| PD | Predicate disambiguation | batch_69aa61b71cec8190b273588051058ebd |
completed | March 6, 2026, 5:10 a.m. |
| PDg | Predicate description generation | batch_69aaf33347e48190a32b6d0099e3d389 |
completed | March 6, 2026, 3:30 p.m. |
Created at: March 4, 2026, 7:29 p.m.