Triple

T7559757
Position Surface form Disambiguated ID Type / Status
Subject Eastern Seaboard of Thailand E178763 entity
Predicate developmentProgram P14321 FINISHED
Object Eastern Seaboard Development Program
The Eastern Seaboard Development Program is a major Thai government initiative that transformed the country’s eastern coastal region into an industrial and export hub through large-scale infrastructure and investment projects.
E673622 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: Eastern Seaboard Development Program | Statement: [Eastern Seaboard of Thailand, developmentProgram, Eastern Seaboard Development Program]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Eastern Seaboard Development Program
Context triple: [Eastern Seaboard of Thailand, developmentProgram, Eastern Seaboard Development Program]
  • A. Delta Plan
    The Delta Plan is a comprehensive Dutch flood protection and water management project designed to safeguard the low-lying Netherlands from the sea through an extensive system of dams, storm surge barriers, and dikes.
  • B. Delta Plan
    The Delta Plan is a comprehensive, long-term management and conservation strategy designed to protect, restore, and sustainably manage California’s Sacramento–San Joaquin River Delta ecosystem and water supply.
  • C. Point Four Program
    The Point Four Program was a U.S. foreign aid initiative launched in 1949 to provide technical assistance and economic development support to poorer countries as part of Cold War-era efforts to promote stability and counter communism.
  • D. Pittsburgh Project
    The Pittsburgh Project is W. Eugene Smith’s monumental, unfinished photo-essay documenting the city of Pittsburgh through thousands of intensely detailed, black-and-white images.
  • E. Oglethorpe Plan
    The Oglethorpe Plan is the original 18th-century urban design for Savannah, Georgia, characterized by its distinctive grid layout of wards centered around public squares.
  • 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: Eastern Seaboard Development Program
Triple: [Eastern Seaboard of Thailand, developmentProgram, Eastern Seaboard Development Program]
Generated description
The Eastern Seaboard Development Program is a major Thai government initiative that transformed the country’s eastern coastal region into an industrial and export hub through large-scale infrastructure and investment projects.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Eastern Seaboard Development Program
Target entity description: The Eastern Seaboard Development Program is a major Thai government initiative that transformed the country’s eastern coastal region into an industrial and export hub through large-scale infrastructure and investment projects.
  • A. Delta Plan
    The Delta Plan is a comprehensive Dutch flood protection and water management project designed to safeguard the low-lying Netherlands from the sea through an extensive system of dams, storm surge barriers, and dikes.
  • B. Delta Plan
    The Delta Plan is a comprehensive, long-term management and conservation strategy designed to protect, restore, and sustainably manage California’s Sacramento–San Joaquin River Delta ecosystem and water supply.
  • C. Point Four Program
    The Point Four Program was a U.S. foreign aid initiative launched in 1949 to provide technical assistance and economic development support to poorer countries as part of Cold War-era efforts to promote stability and counter communism.
  • D. Pittsburgh Project
    The Pittsburgh Project is W. Eugene Smith’s monumental, unfinished photo-essay documenting the city of Pittsburgh through thousands of intensely detailed, black-and-white images.
  • E. Oglethorpe Plan
    The Oglethorpe Plan is the original 18th-century urban design for Savannah, Georgia, characterized by its distinctive grid layout of wards centered around public squares.
  • 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_69c69f2da22c8190a50942ac20af70e8 completed March 27, 2026, 3:15 p.m.
NER Named-entity recognition batch_69c6f8dd96488190b4cca25ae8f7f95c completed March 27, 2026, 9:38 p.m.
NED1 Entity disambiguation (via context triple) batch_69c856cc869081909555ae03dec52288 completed March 28, 2026, 10:31 p.m.
NEDg Description generation batch_69c85765d1f48190b171ff87a15c5b74 completed March 28, 2026, 10:34 p.m.
NED2 Entity disambiguation (via description) batch_69c8580963748190b81bd7437259da28 completed March 28, 2026, 10:36 p.m.
Created at: March 27, 2026, 3:50 p.m.