Triple

T11302702
Position Surface form Disambiguated ID Type / Status
Subject Voltaic languages E267634 entity
Predicate hasMajorLanguageCenter P207 FINISHED
Object Tamale
Tamale is a major city in northern Ghana that serves as an important cultural and administrative hub for speakers of Voltaic (Gur) languages.
E574512 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: Tamale | Statement: [Voltaic languages, hasMajorLanguageCenter, Tamale]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Tamale
Context triple: [Voltaic languages, hasMajorLanguageCenter, Tamale]
  • A. Tamale
    Tamale is the largest city in northern Ghana and a major administrative, commercial, and cultural hub for the surrounding region.
  • B. Menudo
    Menudo was a hugely popular Puerto Rican boy band formed in the late 1970s, known for its rotating lineup of young male singers and for launching the careers of several Latin pop stars.
  • C. Yucpa
    Yucpa is an indigenous language spoken by the Yukpa people of the Sierra de Perijá region along the Colombia–Venezuela border.
  • D. Pastida
    Pastida is a small village on the Greek island of Rhodes, situated inland near the town of Ialysos and known for its traditional character and proximity to the island’s main tourist areas.
  • E. chiles en nogada
    Chiles en nogada is a traditional Mexican dish of stuffed poblano chiles covered in a creamy walnut sauce and garnished with pomegranate seeds, celebrated for reflecting the colors of the Mexican flag.
  • 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: Tamale
Triple: [Voltaic languages, hasMajorLanguageCenter, Tamale]
Generated description
Tamale is a major city in northern Ghana that serves as an important cultural and administrative hub for speakers of Voltaic (Gur) languages.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Tamale
Target entity description: Tamale is a major city in northern Ghana that serves as an important cultural and administrative hub for speakers of Voltaic (Gur) languages.
  • A. Tamale chosen
    Tamale is the largest city in northern Ghana and a major administrative, commercial, and cultural hub for the surrounding region.
  • B. Menudo
    Menudo was a hugely popular Puerto Rican boy band formed in the late 1970s, known for its rotating lineup of young male singers and for launching the careers of several Latin pop stars.
  • C. Yucpa
    Yucpa is an indigenous language spoken by the Yukpa people of the Sierra de Perijá region along the Colombia–Venezuela border.
  • D. Pastida
    Pastida is a small village on the Greek island of Rhodes, situated inland near the town of Ialysos and known for its traditional character and proximity to the island’s main tourist areas.
  • E. chiles en nogada
    Chiles en nogada is a traditional Mexican dish of stuffed poblano chiles covered in a creamy walnut sauce and garnished with pomegranate seeds, celebrated for reflecting the colors of the Mexican flag.
  • F. None of above.

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_69d6aac993a08190a6f36445ebaf9a43 completed April 8, 2026, 7:21 p.m.
NER Named-entity recognition batch_69d7e9a5c3788190ba54eda514b97903 completed April 9, 2026, 6:02 p.m.
NED1 Entity disambiguation (via context triple) batch_69e50a57366081908a05fc52c5d4074c completed April 19, 2026, 5:01 p.m.
NEDg Description generation batch_69e510f9edb4819097e9fa1ce85504ed completed April 19, 2026, 5:29 p.m.
NED2 Entity disambiguation (via description) batch_69e516ac8dec81909c9c1eece372189e completed April 19, 2026, 5:53 p.m.
Created at: April 8, 2026, 9:32 p.m.