Triple

T3688066
Position Surface form Disambiguated ID Type / Status
Subject Pambula Beach E78273 entity
Predicate locatedNear P294 FINISHED
Object Pambula
Pambula is a small coastal town in New South Wales, Australia, known for its scenic beaches, oyster farming, and relaxed seaside atmosphere.
 E78273 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: Pambula | Statement: [Pambula Beach, locatedNear, Pambula]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Pambula
Context triple: [Pambula Beach, locatedNear, Pambula]
  • A. Pambula Beach
    Pambula Beach is a coastal town and popular holiday destination in New South Wales, Australia, known for its scenic beaches, wildlife, and relaxed seaside atmosphere.
  • B. Merbein
    Merbein is a small rural town in northwestern Victoria, Australia, known for its irrigated agriculture and position within the Sunraysia fruit-growing region along the Murray River.
  • C. Yamba
    Yamba is a coastal town in northern New South Wales, Australia, known for its beaches, fishing, and laid-back holiday atmosphere.
  • D. Hamelin Bay
    Hamelin Bay is a coastal locality in Western Australia known for its picturesque beaches, turquoise waters, and frequent stingray sightings.
  • E. Broome
    Broome is a coastal resort town in the Kimberley region of Western Australia, known for its pearling history, Cable Beach, and striking red sandstone landscapes.
  • 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: Pambula
Triple: [Pambula Beach, locatedNear, Pambula]
Generated description
Pambula is a small coastal town in New South Wales, Australia, known for its scenic beaches, oyster farming, and relaxed seaside atmosphere.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Pambula
Target entity description: Pambula is a small coastal town in New South Wales, Australia, known for its scenic beaches, oyster farming, and relaxed seaside atmosphere.
  • A. Pambula Beach chosen
    Pambula Beach is a coastal town and popular holiday destination in New South Wales, Australia, known for its scenic beaches, wildlife, and relaxed seaside atmosphere.
  • B. Merbein
    Merbein is a small rural town in northwestern Victoria, Australia, known for its irrigated agriculture and position within the Sunraysia fruit-growing region along the Murray River.
  • C. Yamba
    Yamba is a coastal town in northern New South Wales, Australia, known for its beaches, fishing, and laid-back holiday atmosphere.
  • D. Hamelin Bay
    Hamelin Bay is a coastal locality in Western Australia known for its picturesque beaches, turquoise waters, and frequent stingray sightings.
  • E. Broome
    Broome is a coastal resort town in the Kimberley region of Western Australia, known for its pearling history, Cable Beach, and striking red sandstone landscapes.
  • 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_69ad85e285a081908f8cbfa9e2ed9b75 completed March 8, 2026, 2:21 p.m.
NER Named-entity recognition batch_69adc4c960788190b73ede08658846aa completed March 8, 2026, 6:49 p.m.
NED1 Entity disambiguation (via context triple) batch_69b4c3c5b6488190afb8cc599d633a96 completed March 14, 2026, 2:11 a.m.
NEDg Description generation batch_69b4c463b53c8190b3333fda95862545 completed March 14, 2026, 2:13 a.m.
NED2 Entity disambiguation (via description) batch_69b4c4ee4db88190810a1d49d757b2b6 completed March 14, 2026, 2:16 a.m.
Created at: March 8, 2026, 3:26 p.m.