Triple

T23409240
Position Surface form Disambiguated ID Type / Status
Subject Hla’alua E560018 entity
Predicate language P15 FINISHED
Object Hla’alua language
The Hla’alua language is an endangered Austronesian language spoken by the Hla’alua (Saaroa) indigenous people of southern Taiwan.
 E1586788 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: Hla’alua language | Statement: [Hla’alua, language, Hla’alua language]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Hla’alua language
Context triple: [Hla’alua, language, Hla’alua language]
  • A. Lavongai language
    The Lavongai language is an Austronesian language spoken by the indigenous community on New Hanover Island in Papua New Guinea.
  • B. Harauti language
    Harauti language is an Indo-Aryan language spoken primarily in the Hadoti (Harauti) region of Rajasthan, India, where it serves as a regional vernacular closely related to other Rajasthani dialects.
  • C. Laha language
    The Laha language is a lesser-known Kra language spoken by the Laha ethnic group in northern Vietnam.
  • D. Lamaholot language
    The Lamaholot language is an Austronesian language spoken primarily in eastern Flores and nearby islands in Indonesia, known for its numerous dialects and complex verbal morphology.
  • E. Lakalai language
    The Lakalai language is an Austronesian language spoken by the Lakalai people of New Britain in Papua New Guinea.
  • 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: Hla’alua language
Triple: [Hla’alua, language, Hla’alua language]
Generated description
The Hla’alua language is an endangered Austronesian language spoken by the Hla’alua (Saaroa) indigenous people of southern Taiwan.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Hla’alua language
Target entity description: The Hla’alua language is an endangered Austronesian language spoken by the Hla’alua (Saaroa) indigenous people of southern Taiwan.
  • A. Lavongai language
    The Lavongai language is an Austronesian language spoken by the indigenous community on New Hanover Island in Papua New Guinea.
  • B. Harauti language
    Harauti language is an Indo-Aryan language spoken primarily in the Hadoti (Harauti) region of Rajasthan, India, where it serves as a regional vernacular closely related to other Rajasthani dialects.
  • C. Laha language
    The Laha language is a lesser-known Kra language spoken by the Laha ethnic group in northern Vietnam.
  • D. Lamaholot language
    The Lamaholot language is an Austronesian language spoken primarily in eastern Flores and nearby islands in Indonesia, known for its numerous dialects and complex verbal morphology.
  • E. Lakalai language
    The Lakalai language is an Austronesian language spoken by the Lakalai people of New Britain in Papua New Guinea.
  • 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_69e2454b3a5881909c64773dc8a5d289 completed April 17, 2026, 2:35 p.m.
NER Named-entity recognition batch_69f1a50fff10819094e71fb0c11b7d95 completed April 29, 2026, 6:28 a.m.
NED1 Entity disambiguation (via context triple) batch_6a0c679958f4819087da6c499161219a completed May 19, 2026, 1:37 p.m.
NEDg Description generation batch_6a0c7213e19881909151fe5c0560e096 completed May 19, 2026, 2:22 p.m.
NED2 Entity disambiguation (via description) batch_6a0c770010308190a0a07b50fdca7d6a completed May 19, 2026, 2:43 p.m.
Created at: April 17, 2026, 5:38 p.m.