Triple

T7171914
Position Surface form Disambiguated ID Type / Status
Subject Mambae language E167219 entity
Predicate region P40 FINISHED
Object Manufahi
Manufahi is a coastal and mountainous municipality in southern East Timor known for its predominantly Mambae-speaking population and agricultural landscapes.
 E647644 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: Manufahi | Statement: [Mambae language, region, Manufahi]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Manufahi
Context triple: [Mambae language, region, Manufahi]
  • A. Tafahi
    Tafahi is a small, steep volcanic island in the northernmost part of Tonga, known for its conical shape and relative isolation within the Niuas island group.
  • B. Manihi
    Manihi is a remote coral atoll in French Polynesia’s Tuamotu Archipelago, known for its tranquil lagoon, traditional pearl farming, and unspoiled island scenery.
  • C. Mahinog
    Mahinog is a coastal municipality on Camiguin Island in the Philippines known for its rural communities and access to nearby islets and marine attractions.
  • D. Piumafua
    Piumafua is the highest peak on the island of Olosega in American Samoa, known for its steep volcanic terrain and lush tropical surroundings.
  • E. Mokena
    Mokena is a suburban village in Will County, Illinois, located southwest of Chicago.
  • 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: Manufahi
Triple: [Mambae language, region, Manufahi]
Generated description
Manufahi is a coastal and mountainous municipality in southern East Timor known for its predominantly Mambae-speaking population and agricultural landscapes.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Manufahi
Target entity description: Manufahi is a coastal and mountainous municipality in southern East Timor known for its predominantly Mambae-speaking population and agricultural landscapes.
  • A. Tafahi
    Tafahi is a small, steep volcanic island in the northernmost part of Tonga, known for its conical shape and relative isolation within the Niuas island group.
  • B. Manihi
    Manihi is a remote coral atoll in French Polynesia’s Tuamotu Archipelago, known for its tranquil lagoon, traditional pearl farming, and unspoiled island scenery.
  • C. Mahinog
    Mahinog is a coastal municipality on Camiguin Island in the Philippines known for its rural communities and access to nearby islets and marine attractions.
  • D. Piumafua
    Piumafua is the highest peak on the island of Olosega in American Samoa, known for its steep volcanic terrain and lush tropical surroundings.
  • E. Mokena
    Mokena is a suburban village in Will County, Illinois, located southwest of Chicago.
  • 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_69c68889a2748190a316c5e65360361a completed March 27, 2026, 1:39 p.m.
NER Named-entity recognition batch_69c6e88b0a448190a19bd2d9e2a310a4 completed March 27, 2026, 8:28 p.m.
NED1 Entity disambiguation (via context triple) batch_69c7b918a838819088bd24d462101902 completed March 28, 2026, 11:18 a.m.
NEDg Description generation batch_69c7b9c1afe48190bc55468790e84067 completed March 28, 2026, 11:21 a.m.
NED2 Entity disambiguation (via description) batch_69c7ba441f8c8190a4f88b140a1563f9 completed March 28, 2026, 11:23 a.m.
Created at: March 27, 2026, 2:48 p.m.