Triple

T7879611
Position Surface form Disambiguated ID Type / Status
Subject Osu E182943 entity
Predicate hasSubdivisions P747 FINISHED
Object Ashante
Ashante is a local area or neighborhood that forms one of the subdivisions within the Osu district of Accra, Ghana.
 E701160 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: Ashante | Statement: [Osu, hasSubdivisions, Ashante]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Ashante
Context triple: [Osu, hasSubdivisions, Ashante]
  • A. Bobo Ashanti
    Bobo Ashanti is a mansion (branch) of the Rastafari movement known for its strict religious observances, distinctive turbaned attire, and emphasis on priestly order and African repatriation.
  • B. Kejia
    Kejia is another name for the Hakka language, a Sinitic language spoken by the Hakka people across southern China and various overseas communities.
  • C. Niani
    Niani was an important medieval West African city that served as the political and commercial center of the Mali Empire.
  • D. Mamprusi
    The Mamprusi are a major Gur-speaking ethnic group of northern Ghana and parts of neighboring countries, known for their centralized chieftaincy system and rich traditions in agriculture, oral history, and Islam.
  • E. Awori
    The Awori are a subgroup of the Yoruba people known for their early settlement around Lagos and Ogun in southwestern Nigeria and their significant role in the region’s cultural and urban development.
  • 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: Ashante
Triple: [Osu, hasSubdivisions, Ashante]
Generated description
Ashante is a local area or neighborhood that forms one of the subdivisions within the Osu district of Accra, Ghana.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Ashante
Target entity description: Ashante is a local area or neighborhood that forms one of the subdivisions within the Osu district of Accra, Ghana.
  • A. Bobo Ashanti
    Bobo Ashanti is a mansion (branch) of the Rastafari movement known for its strict religious observances, distinctive turbaned attire, and emphasis on priestly order and African repatriation.
  • B. Kejia
    Kejia is another name for the Hakka language, a Sinitic language spoken by the Hakka people across southern China and various overseas communities.
  • C. Niani
    Niani was an important medieval West African city that served as the political and commercial center of the Mali Empire.
  • D. Mamprusi
    The Mamprusi are a major Gur-speaking ethnic group of northern Ghana and parts of neighboring countries, known for their centralized chieftaincy system and rich traditions in agriculture, oral history, and Islam.
  • E. Awori
    The Awori are a subgroup of the Yoruba people known for their early settlement around Lagos and Ogun in southwestern Nigeria and their significant role in the region’s cultural and urban development.
  • 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.