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.