Triple

T11574378
Position Surface form Disambiguated ID Type / Status
Subject Central Region, Ghana E274465 entity
Predicate contains P35 FINISHED
Object Twifo Praso
Twifo Praso is a town in southern Ghana that serves as a local commercial and administrative center within the country's Central Region.
E934347 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: Twifo Praso | Statement: [Central Region, Ghana, contains, Twifo Praso]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Twifo Praso
Context triple: [Central Region, Ghana, contains, Twifo Praso]
  • A. Wawona
    Wawona is a historic community and visitor area within Yosemite National Park in California, known for its scenic meadows, giant sequoias, and proximity to natural and cultural landmarks.
  • B. Wetar-Dai
    Wetar-Dai is an Austronesian language variety spoken on Wetar Island in Indonesia, closely related to other Central Malayo-Polynesian languages.
  • C. Kali Mata
    Kali Mata is a fierce and widely revered Hindu goddess, regarded as a powerful form of the Divine Mother associated with time, destruction of evil, and spiritual liberation.
  • D. Vai Malandra
    "Vai Malandra" is a hit Brazilian funk-pop song by singer Anitta that became a major cultural phenomenon and chart success in Brazil and internationally.
  • E. Uluwatu
    Uluwatu is a famous coastal area on the southwestern tip of Bali known for its dramatic cliffside temple, world-class surf breaks, and sunset ocean views.
  • 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: Twifo Praso
Triple: [Central Region, Ghana, contains, Twifo Praso]
Generated description
Twifo Praso is a town in southern Ghana that serves as a local commercial and administrative center within the country's Central Region.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Twifo Praso
Target entity description: Twifo Praso is a town in southern Ghana that serves as a local commercial and administrative center within the country's Central Region.
  • A. Wawona
    Wawona is a historic community and visitor area within Yosemite National Park in California, known for its scenic meadows, giant sequoias, and proximity to natural and cultural landmarks.
  • B. Wetar-Dai
    Wetar-Dai is an Austronesian language variety spoken on Wetar Island in Indonesia, closely related to other Central Malayo-Polynesian languages.
  • C. Kali Mata
    Kali Mata is a fierce and widely revered Hindu goddess, regarded as a powerful form of the Divine Mother associated with time, destruction of evil, and spiritual liberation.
  • D. Vai Malandra
    "Vai Malandra" is a hit Brazilian funk-pop song by singer Anitta that became a major cultural phenomenon and chart success in Brazil and internationally.
  • E. Uluwatu
    Uluwatu is a famous coastal area on the southwestern tip of Bali known for its dramatic cliffside temple, world-class surf breaks, and sunset ocean views.
  • 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_69d6aae5ac3c81908d2b0a3a665665b2 completed April 8, 2026, 7:22 p.m.
NER Named-entity recognition batch_69d89048120c81908258f984711f7dd4 completed April 10, 2026, 5:53 a.m.
NED1 Entity disambiguation (via context triple) batch_69e713e49f508190b9bad316d68eab42 completed April 21, 2026, 6:06 a.m.
NEDg Description generation batch_69e720f9a8588190aa766d2e1628207a completed April 21, 2026, 7:02 a.m.
NED2 Entity disambiguation (via description) batch_69e72315dda08190996aa84587c5fc80 completed April 21, 2026, 7:11 a.m.
Created at: April 8, 2026, 9:38 p.m.