Triple

T37955845
Position Surface form Disambiguated ID Type / Status
Subject Lokoya language E946860 entity
Predicate isSpokenInHills P153671 FINISHED
Object Lulubo Hills
Lulubo Hills is a hilly region associated with the Lulubo people in South Sudan, known as part of the area where the Eastern Nilotic Lokoya language is spoken.
 E2079701 NE FINISHED

How this triple was built (3 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: Lulubo Hills | Statement: [Lokoya language, isSpokenInHills, Lulubo Hills]
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: Lulubo Hills
Triple: [Lokoya language, isSpokenInHills, Lulubo Hills]
Generated description
Lulubo Hills is a hilly region associated with the Lulubo people in South Sudan, known as part of the area where the Eastern Nilotic Lokoya language is spoken.
PD Predicate disambiguation gpt-5-mini-2025-08-07 
Target predicate: isSpokenInHills
Context triple: [Lokoya language, isSpokenInHills, Lulubo Hills]
  • A. isSpokenInTerrain chosen
    Indicates that a particular language or speech form is used or occurs within a specific type of terrain or geographical environment.
  • B. isSpokenOn
    Indicates that a particular language, phrase, or utterance is used or occurs during a specified time, event, or occasion.
  • C. isSpoken
    Indicates that a language or utterance is produced orally by a speaker or used in spoken form within a given context.
  • D. isSpokenAround
    Indicates that something (such as a language, phrase, or expression) is commonly spoken in the vicinity of, or within the general area surrounding, a particular place or entity.
  • E. isSpokenAlongRiver
    Indicates that a language or dialect is used or spoken by communities located along a particular river or river system.
  • F. None of above.

Provenance (6 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_69f76ef64cf08190ad3e1114b62aac67 completed May 3, 2026, 3:51 p.m.
NER Named-entity recognition batch_69fbc7b78f9481909f4f8fc2e3fdcde1 completed May 6, 2026, 10:59 p.m.
NED1 Entity disambiguation (via context triple) batch_6a4118021f0c8190acdced0859f8b7b1 completed June 28, 2026, 12:48 p.m.
NEDg Description generation batch_6a4118749ab08190b26f7cac71569789 completed June 28, 2026, 12:49 p.m.
NED2 Entity disambiguation (via description) batch_6a4119ee31c88190b3905912affd2620 completed June 28, 2026, 12:56 p.m.
PD Predicate disambiguation batch_69fbbd18c9908190928d274f8731dfa8 completed May 6, 2026, 10:13 p.m.
Created at: May 3, 2026, 4:20 p.m.