Triple

T7407975
Position Surface form Disambiguated ID Type / Status
Subject Tomini–Tolitoli languages E170927 entity
Predicate hasMemberLanguage P7390 FINISHED
Object Dampelas
Dampelas is an Austronesian language spoken in Central Sulawesi, Indonesia, belonging to the Tomini–Tolitoli subgroup.
 E661498 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: Dampelas | Statement: [Tomini–Tolitoli languages, hasMemberLanguage, Dampelas]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Dampelas
Context triple: [Tomini–Tolitoli languages, hasMemberLanguage, Dampelas]
  • A. Towradgi
    Towradgi is a coastal suburb in the northern part of Wollongong, New South Wales, known for its beach, rock pool, and relaxed residential character.
  • B. Mudjimba
    Mudjimba is a coastal suburb on Queensland’s Sunshine Coast in Australia, known for its beaches and relaxed seaside atmosphere.
  • C. Tenambit
    Tenambit is a residential suburb in the Lower Hunter Region of New South Wales, Australia, situated near the city of Maitland.
  • D. Mallacoota
    Mallacoota is a small coastal town in eastern Victoria, Australia, known for its remote beaches, fishing, and proximity to Croajingolong National Park.
  • E. Amaroo
    Amaroo is a residential suburb in the Gungahlin district of Canberra, Australian Capital Territory.
  • 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: Dampelas
Triple: [Tomini–Tolitoli languages, hasMemberLanguage, Dampelas]
Generated description
Dampelas is an Austronesian language spoken in Central Sulawesi, Indonesia, belonging to the Tomini–Tolitoli subgroup.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Dampelas
Target entity description: Dampelas is an Austronesian language spoken in Central Sulawesi, Indonesia, belonging to the Tomini–Tolitoli subgroup.
  • A. Towradgi
    Towradgi is a coastal suburb in the northern part of Wollongong, New South Wales, known for its beach, rock pool, and relaxed residential character.
  • B. Mudjimba
    Mudjimba is a coastal suburb on Queensland’s Sunshine Coast in Australia, known for its beaches and relaxed seaside atmosphere.
  • C. Tenambit
    Tenambit is a residential suburb in the Lower Hunter Region of New South Wales, Australia, situated near the city of Maitland.
  • D. Mallacoota
    Mallacoota is a small coastal town in eastern Victoria, Australia, known for its remote beaches, fishing, and proximity to Croajingolong National Park.
  • E. Amaroo
    Amaroo is a residential suburb in the Gungahlin district of Canberra, Australian Capital Territory.
  • 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_69c68a6010108190925e5284de022660 completed March 27, 2026, 1:47 p.m.
NER Named-entity recognition batch_69c6f298f2388190afc944c9bc78749a completed March 27, 2026, 9:11 p.m.
NED1 Entity disambiguation (via context triple) batch_69c8111fcd948190adbe6280df53a916 completed March 28, 2026, 5:34 p.m.
NEDg Description generation batch_69c8128aaab08190926a782b379d364f completed March 28, 2026, 5:40 p.m.
NED2 Entity disambiguation (via description) batch_69c812df0b948190805862c5f176c956 completed March 28, 2026, 5:41 p.m.
Created at: March 27, 2026, 3:10 p.m.