Triple

T22178394
Position Surface form Disambiguated ID Type / Status
Subject Economic Development Districts E548104 entity
Predicate acronymOfCorePlan P147271 FINISHED
Object CEDS
CEDS (Comprehensive Economic Development Strategy) is a regional planning document that outlines long-term economic development goals and strategies to guide investment and growth in designated areas.
E1522600 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: CEDS | Statement: [Economic Development Districts, acronymOfCorePlan, CEDS]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: CEDS
Context triple: [Economic Development Districts, acronymOfCorePlan, CEDS]
  • A. CSD
    CSD is the Cambridge Structural Database, a comprehensive repository of small-molecule crystal structures maintained by the Cambridge Crystallographic Data Centre.
  • B. CSD
    CSD is the renowned Computer Science Department at Carnegie Mellon University, recognized globally for its pioneering research and education in computer science.
  • C. CSD
    CSD is the commonly used abbreviation for the United Nations Commission on Sustainable Development, a body established to monitor and advance global sustainable development goals.
  • D. C&ED
    C&ED is the abbreviation for Hong Kong’s Customs and Excise Department, the government agency responsible for customs control, revenue collection, and combating smuggling and illicit trade.
  • E. EDSD
    EDSD is the commonly used abbreviation for the Episcopal Diocese of San Diego, a regional jurisdiction of the Episcopal Church in Southern California.
  • 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: CEDS
Triple: [Economic Development Districts, acronymOfCorePlan, CEDS]
Generated description
CEDS (Comprehensive Economic Development Strategy) is a regional planning document that outlines long-term economic development goals and strategies to guide investment and growth in designated areas.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: CEDS
Target entity description: CEDS (Comprehensive Economic Development Strategy) is a regional planning document that outlines long-term economic development goals and strategies to guide investment and growth in designated areas.
  • A. CSD
    CSD is the renowned Computer Science Department at Carnegie Mellon University, recognized globally for its pioneering research and education in computer science.
  • B. CSD
    CSD is the Cambridge Structural Database, a comprehensive repository of small-molecule crystal structures maintained by the Cambridge Crystallographic Data Centre.
  • C. CSD
    CSD is the commonly used abbreviation for the United Nations Commission on Sustainable Development, a body established to monitor and advance global sustainable development goals.
  • D. C&ED
    C&ED is the abbreviation for Hong Kong’s Customs and Excise Department, the government agency responsible for customs control, revenue collection, and combating smuggling and illicit trade.
  • E. EDSD
    EDSD is the commonly used abbreviation for the Episcopal Diocese of San Diego, a regional jurisdiction of the Episcopal Church in Southern California.
  • F. None of above. chosen
PD Predicate disambiguation gpt-5-mini-2025-08-07
Target predicate: acronymOfCorePlan
Context triple: [Economic Development Districts, acronymOfCorePlan, CEDS]
  • A. nationalPlanCategory
    Indicates the classification of a national plan into a specific category or type based on its purpose or characteristics.
  • B. plannedUnder
    Indicates that one entity has been scheduled, organized, or arranged to occur within the scope, authority, or framework of another entity.
  • C. coreInitiative
    Indicates that an entity serves as a primary, central, or foundational initiative within a broader program, strategy, or effort.
  • D. typicalCoreType
    Indicates that something is a standard or characteristic core type within a given classification or system.
  • E. coreConstruct
    Indicates a fundamental building or organizing relationship where one entity serves as the essential basis or primary component from which another entity is formed or structured.
  • 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_69e11e3d53f88190a2b690e3f25bb062 completed April 16, 2026, 5:37 p.m.
NER Named-entity recognition batch_69f12a6dd5a081908035e81c068d8d5a completed April 28, 2026, 9:45 p.m.
NED1 Entity disambiguation (via context triple) batch_6a0a9ecaeb9481909ec0ddab80a4b6cb completed May 18, 2026, 5:08 a.m.
NEDg Description generation batch_6a0aa0066d0481909872d8e1dbbe2fcf completed May 18, 2026, 5:13 a.m.
NED2 Entity disambiguation (via description) batch_6a0aa07acd5c8190bc73cc1d8897fa01 completed May 18, 2026, 5:15 a.m.
PD Predicate disambiguation batch_69e71b41555881909b8e22718974d527 completed April 21, 2026, 6:37 a.m.
PDg Predicate description generation batch_69e7222d208c819098b12c13e31af629 completed April 21, 2026, 7:07 a.m.
Created at: April 16, 2026, 8:34 p.m.