Triple

T390604
Position Surface form Disambiguated ID Type / Status
Subject Nilo-Saharan languages E8870 entity
Predicate hasAlternativeName P39 FINISHED
Object Nilo-Saharian phylum
Nilo-Saharian phylum is a proposed large language family comprising numerous diverse languages spoken across parts of central and eastern Africa, whose genetic unity remains debated among linguists.
E49230 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: Nilo-Saharian phylum | Statement: [Nilo-Saharan languages, hasAlternativeName, Nilo-Saharian phylum]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Nilo-Saharian phylum
Context triple: [Nilo-Saharan languages, hasAlternativeName, Nilo-Saharian phylum]
  • A. Sahel
    The Sahel is a semi-arid transition zone in Africa between the Sahara Desert to the north and the more humid savannas to the south, spanning several countries from the Atlantic Ocean to the Red Sea.
  • B. Numididae
    Numididae is a family of African birds commonly known as guineafowl, characterized by their stout bodies, featherless heads, and ground-dwelling habits.
  • C. Manouria
    Manouria is a genus of large, primarily Asian tortoises known for including some of the most primitive living tortoise species.
  • D. Borkou-Ennedi-Tibesti
    Borkou-Ennedi-Tibesti was a former administrative region in northern Chad, known for its vast Sahara desert landscapes, including the Ennedi Plateau and Tibesti Mountains, and its predominantly Toubou (Tebu) population.
  • E. Lower Nubia
    Lower Nubia is the southernmost region of ancient Egypt along the Nile, known for its strategic location, rich archaeological sites, and temples later threatened by the Aswan High Dam.
  • 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: Nilo-Saharian phylum
Triple: [Nilo-Saharan languages, hasAlternativeName, Nilo-Saharian phylum]
Generated description
Nilo-Saharian phylum is a proposed large language family comprising numerous diverse languages spoken across parts of central and eastern Africa, whose genetic unity remains debated among linguists.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Nilo-Saharian phylum
Target entity description: Nilo-Saharian phylum is a proposed large language family comprising numerous diverse languages spoken across parts of central and eastern Africa, whose genetic unity remains debated among linguists.
  • A. Sahel
    The Sahel is a semi-arid transition zone in Africa between the Sahara Desert to the north and the more humid savannas to the south, spanning several countries from the Atlantic Ocean to the Red Sea.
  • B. Numididae
    Numididae is a family of African birds commonly known as guineafowl, characterized by their stout bodies, featherless heads, and ground-dwelling habits.
  • C. Manouria
    Manouria is a genus of large, primarily Asian tortoises known for including some of the most primitive living tortoise species.
  • D. Borkou-Ennedi-Tibesti
    Borkou-Ennedi-Tibesti was a former administrative region in northern Chad, known for its vast Sahara desert landscapes, including the Ennedi Plateau and Tibesti Mountains, and its predominantly Toubou (Tebu) population.
  • E. Lower Nubia
    Lower Nubia is the southernmost region of ancient Egypt along the Nile, known for its strategic location, rich archaeological sites, and temples later threatened by the Aswan High Dam.
  • 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_69a2e7f55c60819097aff65ea2ca2832 completed Feb. 28, 2026, 1:04 p.m.
NER Named-entity recognition batch_69a2ec5d73e881909101308a583c8f13 completed Feb. 28, 2026, 1:23 p.m.
NED1 Entity disambiguation (via context triple) batch_69a4035310608190a1e0f807cb93e1e1 completed March 1, 2026, 9:13 a.m.
NEDg Description generation batch_69a403a7c1488190a7773a5ae8a8cec7 completed March 1, 2026, 9:15 a.m.
NED2 Entity disambiguation (via description) batch_69a40428b014819091c6534ba35a11ff completed March 1, 2026, 9:17 a.m.
Created at: Feb. 28, 2026, 1:08 p.m.