Triple

T7720514
Position Surface form Disambiguated ID Type / Status
Subject Maranao language E174994 entity
Predicate hasAlternativeName P39 FINISHED
Object Mëranaw language
The Mëranaw language is an Austronesian language spoken by the Maranao people of Mindanao in the southern Philippines, known for its rich oral tradition and use in Islamic cultural and religious contexts.
 E683688 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: Mëranaw language | Statement: [Maranao language, hasAlternativeName, Mëranaw language]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Mëranaw language
Context triple: [Maranao language, hasAlternativeName, Mëranaw language]
  • A. Mandeali language
    Mandeali language is an Indo-Aryan language spoken primarily in the Mandi region of Himachal Pradesh, India.
  • B. Muna language
    The Muna language is an Austronesian language spoken primarily on Muna Island in Southeast Sulawesi, Indonesia, known for its rich verbal morphology and distinct phonological system.
  • C. Mararit language
    The Mararit language is a lesser-known Nilo-Saharan language spoken by the Mararit people in parts of Chad and Sudan.
  • D. Mankanya language
    The Mankanya language is an Atlantic language of the Niger-Congo family spoken primarily in parts of Guinea-Bissau, Senegal, and The Gambia by the Mankanya people.
  • E. Mambae language
    The Mambae language is an Austronesian language spoken primarily in East Timor, notable for its role in local identity and traditional culture.
  • 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: Mëranaw language
Triple: [Maranao language, hasAlternativeName, Mëranaw language]
Generated description
The Mëranaw language is an Austronesian language spoken by the Maranao people of Mindanao in the southern Philippines, known for its rich oral tradition and use in Islamic cultural and religious contexts.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Mëranaw language
Target entity description: The Mëranaw language is an Austronesian language spoken by the Maranao people of Mindanao in the southern Philippines, known for its rich oral tradition and use in Islamic cultural and religious contexts.
  • A. Mandeali language
    Mandeali language is an Indo-Aryan language spoken primarily in the Mandi region of Himachal Pradesh, India.
  • B. Muna language
    The Muna language is an Austronesian language spoken primarily on Muna Island in Southeast Sulawesi, Indonesia, known for its rich verbal morphology and distinct phonological system.
  • C. Mararit language
    The Mararit language is a lesser-known Nilo-Saharan language spoken by the Mararit people in parts of Chad and Sudan.
  • D. Mankanya language
    The Mankanya language is an Atlantic language of the Niger-Congo family spoken primarily in parts of Guinea-Bissau, Senegal, and The Gambia by the Mankanya people.
  • E. Mambae language
    The Mambae language is an Austronesian language spoken primarily in East Timor, notable for its role in local identity and traditional culture.
  • 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_69c6995d541c81909eaa646b1a8369a9 completed March 27, 2026, 2:51 p.m.
NER Named-entity recognition batch_69c702f0366c8190a78f0b03f090fc2c completed March 27, 2026, 10:21 p.m.
NED1 Entity disambiguation (via context triple) batch_69c8b517c64881908d24e8613dc33bf4 completed March 29, 2026, 5:13 a.m.
NEDg Description generation batch_69c8b5bb46508190b3da11b2f9bf05a6 completed March 29, 2026, 5:16 a.m.
NED2 Entity disambiguation (via description) batch_69c8b65a04a48190bf5e01ba0921cf14 completed March 29, 2026, 5:19 a.m.
Created at: March 27, 2026, 4:05 p.m.