Triple

T6690626
Position Surface form Disambiguated ID Type / Status
Subject Nalik E152615 entity
Predicate hasNeighborLanguage P16383 FINISHED
Object Mali (New Ireland language)
Mali is an Austronesian language spoken on New Ireland in Papua New Guinea, closely related to and geographically adjacent to the Nalik language.
 E611217 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: Mali (New Ireland language) | Statement: [Nalik, hasNeighborLanguage, Mali (New Ireland language)]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Mali (New Ireland language)
Context triple: [Nalik, hasNeighborLanguage, Mali (New Ireland language)]
  • A. Marovo language
    The Marovo language is an Oceanic language spoken primarily in the Western Province of the Solomon Islands, especially around the Marovo Lagoon.
  • B. Malaita languages
    Malaita languages are a subgroup of Oceanic languages spoken primarily on Malaita Island in the Solomon Islands, known for their diversity and significance within the Southeast Solomonic branch.
  • C. Mandeali language
    Mandeali language is an Indo-Aryan language spoken primarily in the Mandi region of Himachal Pradesh, India.
  • D. Mambae language
    The Mambae language is an Austronesian language spoken primarily in East Timor, notable for its role in local identity and traditional culture.
  • E. Murle language
    The Murle language is an Eastern Sudanic language spoken primarily by the Murle people of South Sudan.
  • 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: Mali (New Ireland language)
Triple: [Nalik, hasNeighborLanguage, Mali (New Ireland language)]
Generated description
Mali is an Austronesian language spoken on New Ireland in Papua New Guinea, closely related to and geographically adjacent to the Nalik language.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Mali (New Ireland language)
Target entity description: Mali is an Austronesian language spoken on New Ireland in Papua New Guinea, closely related to and geographically adjacent to the Nalik language.
  • A. Marovo language
    The Marovo language is an Oceanic language spoken primarily in the Western Province of the Solomon Islands, especially around the Marovo Lagoon.
  • B. Malaita languages
    Malaita languages are a subgroup of Oceanic languages spoken primarily on Malaita Island in the Solomon Islands, known for their diversity and significance within the Southeast Solomonic branch.
  • C. Mandeali language
    Mandeali language is an Indo-Aryan language spoken primarily in the Mandi region of Himachal Pradesh, India.
  • D. Mambae language
    The Mambae language is an Austronesian language spoken primarily in East Timor, notable for its role in local identity and traditional culture.
  • E. Murle language
    The Murle language is an Eastern Sudanic language spoken primarily by the Murle people of South Sudan.
  • 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_69c6880687b08190805278b504d1c92c completed March 27, 2026, 1:37 p.m.
NER Named-entity recognition batch_69c6b15276208190b4c0e90ca337d2b4 completed March 27, 2026, 4:33 p.m.
NED1 Entity disambiguation (via context triple) batch_69c6f7b519148190a810d0eee7cda734 completed March 27, 2026, 9:33 p.m.
NEDg Description generation batch_69c6f9b3513481909d6e0856f887d3fa completed March 27, 2026, 9:42 p.m.
NED2 Entity disambiguation (via description) batch_69c6fa1cb9e881908e030cb70c608a3c completed March 27, 2026, 9:43 p.m.
Created at: March 27, 2026, 2:04 p.m.