Triple

T22617976
Position Surface form Disambiguated ID Type / Status
Subject Eastern Region of Ghana E558197 entity
Predicate contains P35 FINISHED
Object Lower Manya Krobo Municipal District
Lower Manya Krobo Municipal District is a local government administrative area in southeastern Ghana known for its predominantly Krobo population and socio-economic activities centered around agriculture and small-scale commerce.
 E1547275 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: Lower Manya Krobo Municipal District | Statement: [Eastern Region of Ghana, contains, Lower Manya Krobo Municipal District]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Lower Manya Krobo Municipal District
Context triple: [Eastern Region of Ghana, contains, Lower Manya Krobo Municipal District]
  • A. Upper Manya Krobo District
    Upper Manya Krobo District is a local government administrative district in Ghana known for its predominantly rural communities and agricultural-based economy within the Eastern Region.
  • B. Nandom District
    Nandom District is an administrative district in the Upper West Region of northwestern Ghana, with Nandom as its capital town.
  • C. Mansa district
    Mansa district is an administrative district in the Indian state of Punjab, known for its predominantly agricultural economy and location within the Malwa region.
  • D. Jirapa Municipal District
    Jirapa Municipal District is an administrative district in Ghana’s Upper West Region, with the town of Jirapa serving as its capital and main urban center.
  • E. Builsa North District
    Builsa North District is an administrative district in Ghana’s Upper East Region, known as a primary area where the Buli language is spoken.
  • 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: Lower Manya Krobo Municipal District
Triple: [Eastern Region of Ghana, contains, Lower Manya Krobo Municipal District]
Generated description
Lower Manya Krobo Municipal District is a local government administrative area in southeastern Ghana known for its predominantly Krobo population and socio-economic activities centered around agriculture and small-scale commerce.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Lower Manya Krobo Municipal District
Target entity description: Lower Manya Krobo Municipal District is a local government administrative area in southeastern Ghana known for its predominantly Krobo population and socio-economic activities centered around agriculture and small-scale commerce.
  • A. Upper Manya Krobo District
    Upper Manya Krobo District is a local government administrative district in Ghana known for its predominantly rural communities and agricultural-based economy within the Eastern Region.
  • B. Nandom District
    Nandom District is an administrative district in the Upper West Region of northwestern Ghana, with Nandom as its capital town.
  • C. Mansa district
    Mansa district is an administrative district in the Indian state of Punjab, known for its predominantly agricultural economy and location within the Malwa region.
  • D. Jirapa Municipal District
    Jirapa Municipal District is an administrative district in Ghana’s Upper West Region, with the town of Jirapa serving as its capital and main urban center.
  • E. Builsa North District
    Builsa North District is an administrative district in Ghana’s Upper East Region, known as a primary area where the Buli language is spoken.
  • 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_69e24545a8e08190bfa7482a2c725ff1 completed April 17, 2026, 2:35 p.m.
NER Named-entity recognition batch_69f167ef7a148190870334af9c8b79a4 completed April 29, 2026, 2:07 a.m.
NED1 Entity disambiguation (via context triple) batch_6a0b5856c3cc819083791f33277edff5 completed May 18, 2026, 6:20 p.m.
NEDg Description generation batch_6a0b6f5b85548190bd54f5a13dd27c5d completed May 18, 2026, 7:58 p.m.
NED2 Entity disambiguation (via description) batch_6a0b706cba28819091d40e7832e61f97 completed May 18, 2026, 8:02 p.m.
Created at: April 17, 2026, 2:59 p.m.