Triple

T7213659
Position Surface form Disambiguated ID Type / Status
Subject Ibanag language E149471 entity
Predicate hasCloseRelation P33476 FINISHED
Object Atta languages
The Atta languages are a small group of closely related Austronesian languages spoken by indigenous Atta communities in northern Luzon in the Philippines.
E613190 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: Atta languages | Statement: [Ibanag language, hasCloseRelation, Atta languages]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Atta languages
Context triple: [Ibanag language, hasCloseRelation, Atta languages]
  • A. Agta languages
    Agta languages are a group of Austronesian languages spoken by various Agta (Negrito) hunter-gatherer communities in the Philippines, known for their distinct phonological and lexical features and heavy contact with neighboring Philippine languages.
  • B. Attié language
    The Attié language is a Niger-Congo language spoken primarily by the Attié people of southern Côte d'Ivoire.
  • C. Atorada language
    The Atorada language is an indigenous Arawakan language of South America, closely associated with the Wapishana people and now highly endangered or possibly extinct.
  • D. Aeta languages
    The Aeta languages are a group of closely related Austronesian languages spoken by the indigenous Aeta (Negrito) communities in various regions of the Philippines.
  • E. Batanic languages
    Batanic languages are a small subgroup of Austronesian languages spoken primarily in the Batanes Islands of the northern Philippines and parts of Taiwan, known for their unique phonological and lexical features.
  • 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: Atta languages
Triple: [Ibanag language, hasCloseRelation, Atta languages]
Generated description
The Atta languages are a small group of closely related Austronesian languages spoken by indigenous Atta communities in northern Luzon in the Philippines.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Atta languages
Target entity description: The Atta languages are a small group of closely related Austronesian languages spoken by indigenous Atta communities in northern Luzon in the Philippines.
  • A. Agta languages
    Agta languages are a group of Austronesian languages spoken by various Agta (Negrito) hunter-gatherer communities in the Philippines, known for their distinct phonological and lexical features and heavy contact with neighboring Philippine languages.
  • B. Attié language
    The Attié language is a Niger-Congo language spoken primarily by the Attié people of southern Côte d'Ivoire.
  • C. Atorada language
    The Atorada language is an indigenous Arawakan language of South America, closely associated with the Wapishana people and now highly endangered or possibly extinct.
  • D. Aeta languages chosen
    The Aeta languages are a group of closely related Austronesian languages spoken by the indigenous Aeta (Negrito) communities in various regions of the Philippines.
  • E. Batanic languages
    Batanic languages are a small subgroup of Austronesian languages spoken primarily in the Batanes Islands of the northern Philippines and parts of Taiwan, known for their unique phonological and lexical features.
  • F. None of above.

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_69c687eca814819095abb52316b1af80 completed March 27, 2026, 1:36 p.m.
NER Named-entity recognition batch_69c6f04089408190aa20ed6767590ae1 completed March 27, 2026, 9:01 p.m.
NED1 Entity disambiguation (via context triple) batch_69c7bfd41a8881909dc94c01f6601b2e completed March 28, 2026, 11:47 a.m.
NEDg Description generation batch_69c7c04622648190a22b3c5f2e2d5603 completed March 28, 2026, 11:49 a.m.
NED2 Entity disambiguation (via description) batch_69c7c08187a8819094962f1690328301 completed March 28, 2026, 11:50 a.m.
Created at: March 27, 2026, 2:53 p.m.