Triple

T12602970
Position Surface form Disambiguated ID Type / Status
Subject Zone L (Guthrie classification) E300903 entity
Predicate containsLanguage P2177 FINISHED
Object Luimbi
Luimbi is a Bantu language spoken in parts of Angola, associated with the Zone L group in the Guthrie classification.
 E993920 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: Luimbi | Statement: [Zone L (Guthrie classification), containsLanguage, Luimbi]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Luimbi
Context triple: [Zone L (Guthrie classification), containsLanguage, Luimbi]
  • A. Piankhi
    Piankhi, also known as Piye, was an ancient Nubian king who founded Egypt’s Twenty-fifth Dynasty and is noted for unifying Egypt under Kushite rule in the 8th century BCE.
  • B. Khuit
    Khuit was an ancient Egyptian queen of the Sixth Dynasty, known as one of the wives of Pharaoh Teti and mother of royal children.
  • C. Ang Lhamu
    Ang Lhamu was the wife of famed Sherpa mountaineer Tenzing Norgay, who helped make history with the first confirmed ascent of Mount Everest.
  • D. Dasu
    Dasu is a town in Pakistan that serves as the administrative headquarters of Upper Kohistan District in the Hazara region of Khyber Pakhtunkhwa.
  • E. Nyima
    Nyima is an alternative name for the Daka language, a lesser-known Niger-Congo language spoken in parts of West Africa.
  • 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: Luimbi
Triple: [Zone L (Guthrie classification), containsLanguage, Luimbi]
Generated description
Luimbi is a Bantu language spoken in parts of Angola, associated with the Zone L group in the Guthrie classification.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Luimbi
Target entity description: Luimbi is a Bantu language spoken in parts of Angola, associated with the Zone L group in the Guthrie classification.
  • A. Piankhi
    Piankhi, also known as Piye, was an ancient Nubian king who founded Egypt’s Twenty-fifth Dynasty and is noted for unifying Egypt under Kushite rule in the 8th century BCE.
  • B. Khuit
    Khuit was an ancient Egyptian queen of the Sixth Dynasty, known as one of the wives of Pharaoh Teti and mother of royal children.
  • C. Ang Lhamu
    Ang Lhamu was the wife of famed Sherpa mountaineer Tenzing Norgay, who helped make history with the first confirmed ascent of Mount Everest.
  • D. Dasu
    Dasu is a town in Pakistan that serves as the administrative headquarters of Upper Kohistan District in the Hazara region of Khyber Pakhtunkhwa.
  • E. Nyima
    Nyima is an alternative name for the Daka language, a lesser-known Niger-Congo language spoken in parts of West Africa.
  • 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_69d7bdea2ca881908f379526c13b1145 completed April 9, 2026, 2:55 p.m.
NER Named-entity recognition batch_69d954e6e20481908bca684c4b497c48 completed April 10, 2026, 7:52 p.m.
NED1 Entity disambiguation (via context triple) batch_69f65ecb09e481909d688f174372dde7 completed May 2, 2026, 8:30 p.m.
NEDg Description generation batch_69f65fd6fa8c819094a31f8c2d8ee72d completed May 2, 2026, 8:34 p.m.
NED2 Entity disambiguation (via description) batch_69f663fe2fac8190bb70c8f1b919d657 completed May 2, 2026, 8:52 p.m.
Created at: April 9, 2026, 5:10 p.m.