Triple

T3647945
Position Surface form Disambiguated ID Type / Status
Subject Darling Downs E77346 entity
Predicate traditionalOwners P14954 FINISHED
Object Giabal people
The Giabal people are an Aboriginal Australian group whose ancestral lands lie in the Darling Downs region of southern Queensland.
 E376396 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: Giabal people | Statement: [Darling Downs, traditionalOwners, Giabal people]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Giabal people
Context triple: [Darling Downs, traditionalOwners, Giabal people]
  • A. Tübatulabal people
    The Tübatulabal people are a Native American group indigenous to the Kern River Valley region of California, known for their distinct Uto-Aztecan language and traditional riverine culture.
  • B. Jerrinja people
    The Jerrinja people are an Aboriginal Australian group whose ancestral lands lie around the coastal and riverine areas of the Shoalhaven region in New South Wales.
  • C. Piipaash people
    The Piipaash people are a Native American group indigenous to the lower Colorado River region, closely related to the Maricopa and known for their riverine culture and traditional crafts.
  • D. Arakwal people
    The Arakwal people are an Aboriginal Australian group whose ancestral lands encompass the coastal region around present-day Byron Bay in New South Wales.
  • E. Bekwarra people
    The Bekwarra people are an ethnic group in southeastern Nigeria known for their distinct language, cultural traditions, and presence in Cross River State.
  • 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: Giabal people
Triple: [Darling Downs, traditionalOwners, Giabal people]
Generated description
The Giabal people are an Aboriginal Australian group whose ancestral lands lie in the Darling Downs region of southern Queensland.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Giabal people
Target entity description: The Giabal people are an Aboriginal Australian group whose ancestral lands lie in the Darling Downs region of southern Queensland.
  • A. Tübatulabal people
    The Tübatulabal people are a Native American group indigenous to the Kern River Valley region of California, known for their distinct Uto-Aztecan language and traditional riverine culture.
  • B. Jerrinja people
    The Jerrinja people are an Aboriginal Australian group whose ancestral lands lie around the coastal and riverine areas of the Shoalhaven region in New South Wales.
  • C. Piipaash people
    The Piipaash people are a Native American group indigenous to the lower Colorado River region, closely related to the Maricopa and known for their riverine culture and traditional crafts.
  • D. Arakwal people
    The Arakwal people are an Aboriginal Australian group whose ancestral lands encompass the coastal region around present-day Byron Bay in New South Wales.
  • E. Bekwarra people
    The Bekwarra people are an ethnic group in southeastern Nigeria known for their distinct language, cultural traditions, and presence in Cross River State.
  • 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_69ad85de1b988190a45f8dbfebc806fc completed March 8, 2026, 2:21 p.m.
NER Named-entity recognition batch_69adc38aa2388190bf1af926375e2433 completed March 8, 2026, 6:44 p.m.
NED1 Entity disambiguation (via context triple) batch_69b44f3c85348190b1d16179294f7f09 completed March 13, 2026, 5:54 p.m.
NEDg Description generation batch_69b4520fb96481909f54af01fc4a3bbe completed March 13, 2026, 6:06 p.m.
NED2 Entity disambiguation (via description) batch_69b45df65f5c8190a9f25e7da926222a completed March 13, 2026, 6:56 p.m.
Created at: March 8, 2026, 3:24 p.m.