Triple

T16848686
Position Surface form Disambiguated ID Type / Status
Subject Barkly Regional Council E409612 entity
Predicate administers P123 FINISHED
Object Ampilatwatja
Ampilatwatja is a remote Aboriginal community in the Northern Territory of Australia, known for its Alyawarr traditional owners and distinctive desert landscape.
 E1236215 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: Ampilatwatja | Statement: [Barkly Regional Council, administers, Ampilatwatja]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Ampilatwatja
Context triple: [Barkly Regional Council, administers, Ampilatwatja]
  • A. Bamangwato
    Bamangwato are a major Tswana-speaking chieftaincy and ethnic subgroup in Botswana historically centered around Serowe and known for their influential role in the country’s political development.
  • B. Titwala
    Titwala is a suburban town in the Thane district of Maharashtra, India, known for its Siddhivinayak Mahaganapati Temple and connectivity to Mumbai via the suburban railway network.
  • C. Umbakumba
    Umbakumba is a small Indigenous community and settlement located on Groote Eylandt in the Gulf of Carpentaria, Northern Territory, Australia.
  • D. Ampari
    Ampari is a lesser-known Dogon language variety spoken by a small community in Mali.
  • E. Walewale
    Walewale is a town in northern Ghana that serves as a key local commercial and administrative center.
  • 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: Ampilatwatja
Triple: [Barkly Regional Council, administers, Ampilatwatja]
Generated description
Ampilatwatja is a remote Aboriginal community in the Northern Territory of Australia, known for its Alyawarr traditional owners and distinctive desert landscape.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Ampilatwatja
Target entity description: Ampilatwatja is a remote Aboriginal community in the Northern Territory of Australia, known for its Alyawarr traditional owners and distinctive desert landscape.
  • A. Bamangwato
    Bamangwato are a major Tswana-speaking chieftaincy and ethnic subgroup in Botswana historically centered around Serowe and known for their influential role in the country’s political development.
  • B. Titwala
    Titwala is a suburban town in the Thane district of Maharashtra, India, known for its Siddhivinayak Mahaganapati Temple and connectivity to Mumbai via the suburban railway network.
  • C. Umbakumba
    Umbakumba is a small Indigenous community and settlement located on Groote Eylandt in the Gulf of Carpentaria, Northern Territory, Australia.
  • D. Ampari
    Ampari is a lesser-known Dogon language variety spoken by a small community in Mali.
  • E. Walewale
    Walewale is a town in northern Ghana that serves as a key local commercial and administrative center.
  • 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_69d883952b048190887740a980b712ed completed April 10, 2026, 4:59 a.m.
NER Named-entity recognition batch_69e3b377b5d881909f0878dd9957f3bc completed April 18, 2026, 4:38 p.m.
NED1 Entity disambiguation (via context triple) batch_6a00bb1d555c8190883c82e562b7bfe9 completed May 10, 2026, 5:06 p.m.
NEDg Description generation batch_6a00bbb628208190b0be62a333e7e442 completed May 10, 2026, 5:09 p.m.
NED2 Entity disambiguation (via description) batch_6a00bc3a4b888190bd190b9330e2777d completed May 10, 2026, 5:11 p.m.
Created at: April 10, 2026, 5:24 a.m.