Triple

T9577350
Position Surface form Disambiguated ID Type / Status
Subject Kemak language E231077 entity
Predicate hasSpeakersIn P16679 FINISHED
Object Bobonaro Municipality
Bobonaro Municipality is an administrative region in western East Timor known for its cultural diversity, including communities of Kemak language speakers.
 E809220 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: Bobonaro Municipality | Statement: [Kemak language, hasSpeakersIn, Bobonaro Municipality]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Bobonaro Municipality
Context triple: [Kemak language, hasSpeakersIn, Bobonaro Municipality]
  • A. Lautém Municipality
    Lautém Municipality is a coastal administrative region in the easternmost part of Timor-Leste, known for its remote landscapes, cultural heritage, and natural attractions such as Jaco Island.
  • B. Riberalta Municipality
    Riberalta Municipality is an administrative municipality in northern Bolivia, centered on the town of Riberalta in the Amazonian region of Beni Department.
  • C. Montecristi Canton
    Montecristi Canton is an administrative division in coastal Ecuador known for its historic town of Montecristi, traditional Panama hat weaving, and political significance.
  • D. Samborondón Canton
    Samborondón Canton is an administrative division in Ecuador’s Guayas Province, known for its affluent residential areas and integration into the greater Guayaquil metropolitan region.
  • E. San Cristóbal Canton
    San Cristóbal Canton is an administrative division in Ecuador’s Galápagos Province that encompasses San Cristóbal Island and its surrounding islets.
  • 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: Bobonaro Municipality
Triple: [Kemak language, hasSpeakersIn, Bobonaro Municipality]
Generated description
Bobonaro Municipality is an administrative region in western East Timor known for its cultural diversity, including communities of Kemak language speakers.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Bobonaro Municipality
Target entity description: Bobonaro Municipality is an administrative region in western East Timor known for its cultural diversity, including communities of Kemak language speakers.
  • A. Lautém Municipality
    Lautém Municipality is a coastal administrative region in the easternmost part of Timor-Leste, known for its remote landscapes, cultural heritage, and natural attractions such as Jaco Island.
  • B. Riberalta Municipality
    Riberalta Municipality is an administrative municipality in northern Bolivia, centered on the town of Riberalta in the Amazonian region of Beni Department.
  • C. Montecristi Canton
    Montecristi Canton is an administrative division in coastal Ecuador known for its historic town of Montecristi, traditional Panama hat weaving, and political significance.
  • D. Samborondón Canton
    Samborondón Canton is an administrative division in Ecuador’s Guayas Province, known for its affluent residential areas and integration into the greater Guayaquil metropolitan region.
  • E. San Cristóbal Canton
    San Cristóbal Canton is an administrative division in Ecuador’s Galápagos Province that encompasses San Cristóbal Island and its surrounding islets.
  • 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_69ca848091c48190bc313d6620d09555 completed March 30, 2026, 2:11 p.m.
NER Named-entity recognition batch_69cd99ad7d108190a0b8c975351ea727 completed April 1, 2026, 10:18 p.m.
NED1 Entity disambiguation (via context triple) batch_69d16155b3288190ac135c3a1e58cc7e completed April 4, 2026, 7:07 p.m.
NEDg Description generation batch_69d161e6a1308190932c8386e1c24f2e completed April 4, 2026, 7:09 p.m.
NED2 Entity disambiguation (via description) batch_69d165a8c80081909e4d0837cbaabf95 completed April 4, 2026, 7:25 p.m.
Created at: March 30, 2026, 8:05 p.m.