Triple

T7879305
Position Surface form Disambiguated ID Type / Status
Subject Shai Hills Resource Reserve E182936 entity
Predicate governingBody P46 FINISHED
Object Wildlife Division of the Forestry Commission of Ghana
The Wildlife Division of the Forestry Commission of Ghana is the government agency responsible for managing and conserving the country’s wildlife resources and protected areas.
E701135 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: Wildlife Division of the Forestry Commission of Ghana | Statement: [Shai Hills Resource Reserve, governingBody, Wildlife Division of the Forestry Commission of Ghana]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Wildlife Division of the Forestry Commission of Ghana
Context triple: [Shai Hills Resource Reserve, governingBody, Wildlife Division of the Forestry Commission of Ghana]
  • A. Wildlife Resources Division
    The Wildlife Resources Division is a branch of Georgia’s state government responsible for managing and conserving the state’s wildlife, freshwater fisheries, and related outdoor recreational resources.
  • B. Division of Forestry and Wildlife
    The Division of Forestry and Wildlife is a Hawaii state agency responsible for managing public forest lands, wildlife resources, and natural area reserves across the islands.
  • C. Department of Wildlife and National Parks (Botswana)
    The Department of Wildlife and National Parks (Botswana) is the government agency responsible for conserving Botswana’s wildlife and protected areas, managing national parks and game reserves, and overseeing sustainable use of natural resources.
  • D. Division of Lands and Forests
    The Division of Lands and Forests is a unit of New York State’s environmental agency responsible for managing state-owned forests, public lands, and related natural resources.
  • E. Kenya Forest Service
    The Kenya Forest Service is a state corporation in Kenya responsible for the conservation, management, and sustainable use of the country’s forest resources.
  • 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: Wildlife Division of the Forestry Commission of Ghana
Triple: [Shai Hills Resource Reserve, governingBody, Wildlife Division of the Forestry Commission of Ghana]
Generated description
The Wildlife Division of the Forestry Commission of Ghana is the government agency responsible for managing and conserving the country’s wildlife resources and protected areas.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Wildlife Division of the Forestry Commission of Ghana
Target entity description: The Wildlife Division of the Forestry Commission of Ghana is the government agency responsible for managing and conserving the country’s wildlife resources and protected areas.
  • A. Wildlife Resources Division
    The Wildlife Resources Division is a branch of Georgia’s state government responsible for managing and conserving the state’s wildlife, freshwater fisheries, and related outdoor recreational resources.
  • B. Division of Forestry and Wildlife
    The Division of Forestry and Wildlife is a Hawaii state agency responsible for managing public forest lands, wildlife resources, and natural area reserves across the islands.
  • C. Department of Wildlife and National Parks (Botswana)
    The Department of Wildlife and National Parks (Botswana) is the government agency responsible for conserving Botswana’s wildlife and protected areas, managing national parks and game reserves, and overseeing sustainable use of natural resources.
  • D. Wildlife Management Division
    The Wildlife Management Division is a branch of the Arizona Game and Fish Department responsible for conserving, monitoring, and managing the state’s wildlife populations and their habitats.
  • E. Division of Lands and Forests
    The Division of Lands and Forests is a unit of New York State’s environmental agency responsible for managing state-owned forests, public lands, and related natural resources.
  • 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_69ca828a17248190b46defe758bc5ad3 completed March 30, 2026, 2:02 p.m.
NER Named-entity recognition batch_69cb39be7ab88190affcd353a0cd37fa completed March 31, 2026, 3:04 a.m.
NED1 Entity disambiguation (via context triple) batch_69cb5b86c20081909aa029cda7c48d44 completed March 31, 2026, 5:28 a.m.
NEDg Description generation batch_69cb7631d10881908e3c7dacb98520cd completed March 31, 2026, 7:22 a.m.
NED2 Entity disambiguation (via description) batch_69cbbf847f3c819092d690d8d65f6d60 completed March 31, 2026, 12:35 p.m.
Created at: March 30, 2026, 4:57 p.m.