Triple

T2429420
Position Surface form Disambiguated ID Type / Status
Subject Pilbara region E52806 entity
Predicate contains P35 FINISHED
Object Marble Bar
Marble Bar is a remote town in Western Australia famed for its extreme heat and record-breaking high temperatures.
 E273377 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: Marble Bar | Statement: [Pilbara region, contains, Marble Bar]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Marble Bar
Context triple: [Pilbara region, contains, Marble Bar]
  • A. Tennant Creek
    Tennant Creek is a remote outback town in Australia known for its gold mining history and location along the Stuart Highway in the Northern Territory.
  • B. Alice Springs
    Alice Springs is a remote town in Australia’s Northern Territory, known as a gateway to the Red Centre and nearby landmarks such as Uluru and Kings Canyon.
  • C. Roebourne
    Roebourne is a historic town in Western Australia known as one of the oldest settlements in the Pilbara and as a center for local Aboriginal communities and culture.
  • D. Mount Isa
    Mount Isa is a remote mining city in northwestern Queensland, Australia, known for one of the world’s largest underground zinc, lead, and silver mines.
  • E. Bamaga
    Bamaga is a remote Indigenous community and service town located near the northern tip of Queensland’s Cape York Peninsula in Australia.
  • 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: Marble Bar
Triple: [Pilbara region, contains, Marble Bar]
Generated description
Marble Bar is a remote town in Western Australia famed for its extreme heat and record-breaking high temperatures.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Marble Bar
Target entity description: Marble Bar is a remote town in Western Australia famed for its extreme heat and record-breaking high temperatures.
  • A. Tennant Creek
    Tennant Creek is a remote outback town in Australia known for its gold mining history and location along the Stuart Highway in the Northern Territory.
  • B. Alice Springs
    Alice Springs is a remote town in Australia’s Northern Territory, known as a gateway to the Red Centre and nearby landmarks such as Uluru and Kings Canyon.
  • C. Roebourne chosen
    Roebourne is a historic town in Western Australia known as one of the oldest settlements in the Pilbara and as a center for local Aboriginal communities and culture.
  • D. Mount Isa
    Mount Isa is a remote mining city in northwestern Queensland, Australia, known for one of the world’s largest underground zinc, lead, and silver mines.
  • E. Bamaga
    Bamaga is a remote Indigenous community and service town located near the northern tip of Queensland’s Cape York Peninsula in Australia.
  • 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_69ab4959bcc0819083246f9fb10439e3 completed March 6, 2026, 9:38 p.m.
NER Named-entity recognition batch_69abc99e1b548190aca9a0ba72a9b0f7 completed March 7, 2026, 6:45 a.m.
NED1 Entity disambiguation (via context triple) batch_69af2b72fa288190846e4e68b912c7dc completed March 9, 2026, 8:20 p.m.
NEDg Description generation batch_69af4fbf48648190ac711a2e1974f9b7 completed March 9, 2026, 10:54 p.m.
NED2 Entity disambiguation (via description) batch_69af50551fd88190829d20ab2be426d4 completed March 9, 2026, 10:57 p.m.
Created at: March 6, 2026, 9:43 p.m.