Triple

T11348003
Position Surface form Disambiguated ID Type / Status
Subject Battle of Quifangondo E268770 entity
Predicate location P40 FINISHED
Object Quifangondo
Quifangondo is a locality in Angola notable as the site of a key battle during the Angolan Civil War.
 E920144 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: Quifangondo | Statement: [Battle of Quifangondo, location, Quifangondo]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Quifangondo
Context triple: [Battle of Quifangondo, location, Quifangondo]
  • A. Mqanduli
    Mqanduli is a small town in South Africa’s Eastern Cape province, situated in a rural area historically associated with the Xhosa people.
  • B. Fenqitho
    Fenqitho is a principal liturgical book of the Syriac Christian tradition, containing hymns, prayers, and offices arranged according to the liturgical year.
  • C. Mfengu
    The Mfengu are a Southern African ethnic group, historically refugees from earlier conflicts, who became known as allies of the British and Xhosa intermediaries during the 19th-century colonial frontier wars in the Eastern Cape.
  • D. Nodwengu
    Nodwengu was a principal royal residence and political center of the Zulu Kingdom during the 19th century.
  • E. Umbundu
    Umbundu is a major Bantu language spoken primarily in central and southern Angola, especially by the Ovimbundu people.
  • 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: Quifangondo
Triple: [Battle of Quifangondo, location, Quifangondo]
Generated description
Quifangondo is a locality in Angola notable as the site of a key battle during the Angolan Civil War.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Quifangondo
Target entity description: Quifangondo is a locality in Angola notable as the site of a key battle during the Angolan Civil War.
  • A. Mqanduli
    Mqanduli is a small town in South Africa’s Eastern Cape province, situated in a rural area historically associated with the Xhosa people.
  • B. Fenqitho
    Fenqitho is a principal liturgical book of the Syriac Christian tradition, containing hymns, prayers, and offices arranged according to the liturgical year.
  • C. Mfengu
    The Mfengu are a Southern African ethnic group, historically refugees from earlier conflicts, who became known as allies of the British and Xhosa intermediaries during the 19th-century colonial frontier wars in the Eastern Cape.
  • D. Nodwengu
    Nodwengu was a principal royal residence and political center of the Zulu Kingdom during the 19th century.
  • E. Umbundu
    Umbundu is a major Bantu language spoken primarily in central and southern Angola, especially by the Ovimbundu people.
  • 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_69d6aacbe18081909e5fadb50082dd96 completed April 8, 2026, 7:21 p.m.
NER Named-entity recognition batch_69d7ea214bb88190bb66f7fd3ef73081 completed April 9, 2026, 6:04 p.m.
NED1 Entity disambiguation (via context triple) batch_69e5438d7b58819093cc1407fefe8ab5 completed April 19, 2026, 9:05 p.m.
NEDg Description generation batch_69e548bb7be4819093aeeaf0c048033e completed April 19, 2026, 9:27 p.m.
NED2 Entity disambiguation (via description) batch_69e54eeba4a88190af128a99c277853a completed April 19, 2026, 9:53 p.m.
Created at: April 8, 2026, 9:33 p.m.