Triple

T13898294
Position Surface form Disambiguated ID Type / Status
Subject A4 road (Jamaica) E334149 entity
Predicate maintainedBy P86 FINISHED
Object National Works Agency (Jamaica)
The National Works Agency (Jamaica) is the government agency responsible for planning, constructing, and maintaining Jamaica’s main road and related infrastructure network.
 E1068289 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: National Works Agency (Jamaica) | Statement: [A4 road (Jamaica), maintainedBy, National Works Agency (Jamaica)]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: National Works Agency (Jamaica)
Context triple: [A4 road (Jamaica), maintainedBy, National Works Agency (Jamaica)]
  • A. Jamaica National Heritage Trust
    The Jamaica National Heritage Trust is a government agency responsible for identifying, preserving, and promoting Jamaica’s cultural and historical heritage sites and monuments.
  • B. National Environment and Planning Agency of Jamaica
    The National Environment and Planning Agency of Jamaica is the government body responsible for environmental management, conservation, and land-use planning across Jamaica.
  • C. Government of Jamaica
    The Government of Jamaica is the constitutional parliamentary democracy and unitary state authority that administers and governs the island nation of Jamaica.
  • D. Institute of Jamaica
    The Institute of Jamaica is a leading national cultural institution that preserves, researches, and promotes Jamaica’s heritage through museums, libraries, and educational programs.
  • E. Ministry of Public Works of Bermuda
    The Ministry of Public Works of Bermuda is the government department responsible for the territory’s public infrastructure, including roads, public buildings, and related services.
  • 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: National Works Agency (Jamaica)
Triple: [A4 road (Jamaica), maintainedBy, National Works Agency (Jamaica)]
Generated description
The National Works Agency (Jamaica) is the government agency responsible for planning, constructing, and maintaining Jamaica’s main road and related infrastructure network.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: National Works Agency (Jamaica)
Target entity description: The National Works Agency (Jamaica) is the government agency responsible for planning, constructing, and maintaining Jamaica’s main road and related infrastructure network.
  • A. Jamaica National Heritage Trust
    The Jamaica National Heritage Trust is a government agency responsible for identifying, preserving, and promoting Jamaica’s cultural and historical heritage sites and monuments.
  • B. National Environment and Planning Agency of Jamaica
    The National Environment and Planning Agency of Jamaica is the government body responsible for environmental management, conservation, and land-use planning across Jamaica.
  • C. Government of Jamaica
    The Government of Jamaica is the constitutional parliamentary democracy and unitary state authority that administers and governs the island nation of Jamaica.
  • D. Institute of Jamaica
    The Institute of Jamaica is a leading national cultural institution that preserves, researches, and promotes Jamaica’s heritage through museums, libraries, and educational programs.
  • E. Ministry of Public Works of Bermuda
    The Ministry of Public Works of Bermuda is the government department responsible for the territory’s public infrastructure, including roads, public buildings, and related services.
  • 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_69d81c5dd2d48190b7a5fc1e009de936 completed April 9, 2026, 9:38 p.m.
NER Named-entity recognition batch_69de25d8897881908b770cdb565898d4 completed April 14, 2026, 11:32 a.m.
NED1 Entity disambiguation (via context triple) batch_69f7c720b4988190aee1f1f09877212d completed May 3, 2026, 10:07 p.m.
NEDg Description generation batch_69f7c86a3640819081ed689bd271f909 completed May 3, 2026, 10:12 p.m.
NED2 Entity disambiguation (via description) batch_69f7c9b2930c8190983f2c55a0dd35f6 completed May 3, 2026, 10:18 p.m.
Created at: April 9, 2026, 10:15 p.m.