Triple

T15742553
Position Surface form Disambiguated ID Type / Status
Subject University of Guyana E381635 entity
Predicate locatedIn P40 FINISHED
Object Demerara-Mahaica, Guyana
Demerara-Mahaica is a coastal administrative region of Guyana that includes the capital city, Georgetown, and serves as the country’s main political and economic hub.
E1179205 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: Demerara-Mahaica, Guyana | Statement: [University of Guyana, locatedIn, Demerara-Mahaica, Guyana]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Demerara-Mahaica, Guyana
Context triple: [University of Guyana, locatedIn, Demerara-Mahaica, Guyana]
  • A. Linden, Guyana
    Linden, Guyana is a major inland town and bauxite-mining center on the Demerara River, known as one of the country’s key urban and industrial hubs.
  • B. Suriname
    Suriname is a small, ethnically diverse country on the northeastern coast of South America, known for its tropical rainforests, Dutch colonial heritage, and status as the continent’s only Dutch-speaking nation.
  • C. Trinidad and Tobago–Guyana
    Trinidad and Tobago–Guyana is an international air route in the southern Caribbean region connecting the twin-island nation of Trinidad and Tobago with the mainland South American country of Guyana.
  • D. Demerara-Essequibo
    Demerara-Essequibo was a former British colony in what is now Guyana, formed by merging the colonies of Demerara and Essequibo before later becoming part of British Guiana.
  • E. Santo Tomé de Guayana
    Santo Tomé de Guayana was a colonial-era Spanish settlement that served as the principal urban and political center of the historic Province of Guayana in what is now eastern Venezuela.
  • 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: Demerara-Mahaica, Guyana
Triple: [University of Guyana, locatedIn, Demerara-Mahaica, Guyana]
Generated description
Demerara-Mahaica is a coastal administrative region of Guyana that includes the capital city, Georgetown, and serves as the country’s main political and economic hub.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Demerara-Mahaica, Guyana
Target entity description: Demerara-Mahaica is a coastal administrative region of Guyana that includes the capital city, Georgetown, and serves as the country’s main political and economic hub.
  • A. Linden, Guyana
    Linden, Guyana is a major inland town and bauxite-mining center on the Demerara River, known as one of the country’s key urban and industrial hubs.
  • B. Suriname
    Suriname is a small, ethnically diverse country on the northeastern coast of South America, known for its tropical rainforests, Dutch colonial heritage, and status as the continent’s only Dutch-speaking nation.
  • C. Trinidad and Tobago–Guyana
    Trinidad and Tobago–Guyana is an international air route in the southern Caribbean region connecting the twin-island nation of Trinidad and Tobago with the mainland South American country of Guyana.
  • D. Demerara-Essequibo
    Demerara-Essequibo was a former British colony in what is now Guyana, formed by merging the colonies of Demerara and Essequibo before later becoming part of British Guiana.
  • E. Santo Tomé de Guayana
    Santo Tomé de Guayana was a colonial-era Spanish settlement that served as the principal urban and political center of the historic Province of Guayana in what is now eastern Venezuela.
  • 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_69d86d9cdb648190bf3171be0bd7d872 completed April 10, 2026, 3:25 a.m.
NER Named-entity recognition batch_69e04fd97d6c8190b2fa6ca422bfe512 completed April 16, 2026, 2:56 a.m.
NED1 Entity disambiguation (via context triple) batch_69ff9981e0d081909617b5d686905d3a completed May 9, 2026, 8:30 p.m.
NEDg Description generation batch_69ff9d4c62f08190ae6f87946272177f completed May 9, 2026, 8:47 p.m.
NED2 Entity disambiguation (via description) batch_69ff9dec2b988190878d7f59a638ecaa completed May 9, 2026, 8:49 p.m.
Created at: April 10, 2026, 4:46 a.m.