Triple

T35587169
Position Surface form Disambiguated ID Type / Status
Subject Tshwane E1028388 entity
Predicate culturalContext P36 FINISHED
Object Northern Sotho–Tswana cultural area
The Northern Sotho–Tswana cultural area is a region of Southern Africa characterized by the shared languages, traditions, and social practices of Northern Sotho (Sepedi) and Tswana-speaking communities.
 E2147868 NE FINISHED

How this triple was built (2 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: Northern Sotho–Tswana cultural area | Statement: [Tshwane, culturalContext, Northern Sotho–Tswana cultural area]
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: Northern Sotho–Tswana cultural area
Triple: [Tshwane, culturalContext, Northern Sotho–Tswana cultural area]
Generated description
The Northern Sotho–Tswana cultural area is a region of Southern Africa characterized by the shared languages, traditions, and social practices of Northern Sotho (Sepedi) and Tswana-speaking communities.

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_69f76e0495a081909beced418558c0b4 completed May 3, 2026, 3:47 p.m.
NER Named-entity recognition batch_69f79e8829ac8190aa340c57132219dd completed May 3, 2026, 7:14 p.m.
NED1 Entity disambiguation (via context triple) batch_6a385bd6d85c819095ffa228a811efa9 completed June 21, 2026, 9:47 p.m.
NEDg Description generation batch_6a385e45a82081909d73cdbbf374be7a completed June 21, 2026, 9:57 p.m.
NED2 Entity disambiguation (via description) batch_6a385ec1c1448190922707427b3fc98d completed June 21, 2026, 9:59 p.m.
Created at: May 3, 2026, 4:04 p.m.