Triple

T23026722
Position Surface form Disambiguated ID Type / Status
Subject Koung-Khi E573335 entity
Predicate hasSettlement P1068 FINISHED
Object Demdeng
Demdeng is a locality within the Koung-Khi department in western Cameroon, likely a small town or village in this administrative area.
 E1566204 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: Demdeng | Statement: [Koung-Khi, hasSettlement, Demdeng]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Demdeng
Context triple: [Koung-Khi, hasSettlement, Demdeng]
  • A. Hohodemi
    Hohodemi is a figure from Japanese mythology, also known as Hoori, a divine hunter and ancestor of Japan’s imperial line.
  • B. Dimalik
    Dimalik is the indigenous traditional religion of the Dimasa people, encompassing their ancestral deities, rituals, and cosmological beliefs.
  • C. Denges
    Denges is a small municipality in the canton of Vaud in western Switzerland, situated near Lausanne in the district of Ouest lausannois.
  • D. Demai
    Demai is a tractate of the Mishnah in Seder Zeraim that deals with agricultural produce of uncertain tithing status and the related laws of separating tithes.
  • E. Diemtigen
    Diemtigen is a Swiss municipality in the Bernese Oberland known for its traditional wooden farmhouses and alpine landscape.
  • 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: Demdeng
Triple: [Koung-Khi, hasSettlement, Demdeng]
Generated description
Demdeng is a locality within the Koung-Khi department in western Cameroon, likely a small town or village in this administrative area.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Demdeng
Target entity description: Demdeng is a locality within the Koung-Khi department in western Cameroon, likely a small town or village in this administrative area.
  • A. Hohodemi
    Hohodemi is a figure from Japanese mythology, also known as Hoori, a divine hunter and ancestor of Japan’s imperial line.
  • B. Dimalik
    Dimalik is the indigenous traditional religion of the Dimasa people, encompassing their ancestral deities, rituals, and cosmological beliefs.
  • C. Denges
    Denges is a small municipality in the canton of Vaud in western Switzerland, situated near Lausanne in the district of Ouest lausannois.
  • D. Demai
    Demai is a tractate of the Mishnah in Seder Zeraim that deals with agricultural produce of uncertain tithing status and the related laws of separating tithes.
  • E. Diemtigen
    Diemtigen is a Swiss municipality in the Bernese Oberland known for its traditional wooden farmhouses and alpine landscape.
  • 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_69e245b821008190b0e09cb02092aae1 completed April 17, 2026, 2:37 p.m.
NER Named-entity recognition batch_69f1847d7cb48190902169813c46a278 completed April 29, 2026, 4:09 a.m.
NED1 Entity disambiguation (via context triple) batch_6a0bf2b1cfc081909681be870918ef5b completed May 19, 2026, 5:18 a.m.
NEDg Description generation batch_6a0bf376736481908d6cbe5feb46044b completed May 19, 2026, 5:21 a.m.
NED2 Entity disambiguation (via description) batch_6a0bf404aeb48190962e0e0fcd82c9eb completed May 19, 2026, 5:24 a.m.
Created at: April 17, 2026, 3:52 p.m.