Triple

T14802426
Position Surface form Disambiguated ID Type / Status
Subject Marulan E347939 entity
Predicate hasNearbyLocality P3883 FINISHED
Object Tallong
Tallong is a small rural village in the Southern Tablelands of New South Wales, Australia, known for its quiet bushland setting and proximity to the Southern Highlands.
E1156320 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: Tallong | Statement: [Marulan, hasNearbyLocality, Tallong]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Tallong
Context triple: [Marulan, hasNearbyLocality, Tallong]
  • A. Currarong
    Currarong is a small coastal village in New South Wales, Australia, known for its beaches, fishing, and proximity to Jervis Bay and Beecroft Peninsula.
  • B. Tullamarine
    Tullamarine is a suburb in Melbourne, Australia, best known for being the location of Melbourne Airport.
  • C. Tooronga
    Tooronga is a suburb in Melbourne, Victoria, Australia, known for its residential character and proximity to major shopping and transport hubs.
  • D. Gulmarrad
    Gulmarrad is a rural locality in northern New South Wales, Australia, known for its semi-rural lifestyle and proximity to coastal towns like Yamba and Maclean.
  • E. Bunnaloo
    Bunnaloo is a small rural locality in the Riverina region of New South Wales, Australia, known for its agricultural surroundings and close-knit community.
  • 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: Tallong
Triple: [Marulan, hasNearbyLocality, Tallong]
Generated description
Tallong is a small rural village in the Southern Tablelands of New South Wales, Australia, known for its quiet bushland setting and proximity to the Southern Highlands.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Tallong
Target entity description: Tallong is a small rural village in the Southern Tablelands of New South Wales, Australia, known for its quiet bushland setting and proximity to the Southern Highlands.
  • A. Currarong
    Currarong is a small coastal village in New South Wales, Australia, known for its beaches, fishing, and proximity to Jervis Bay and Beecroft Peninsula.
  • B. Tullamarine
    Tullamarine is a suburb in Melbourne, Australia, best known for being the location of Melbourne Airport.
  • C. Tooronga
    Tooronga is a suburb in Melbourne, Victoria, Australia, known for its residential character and proximity to major shopping and transport hubs.
  • D. Gulmarrad
    Gulmarrad is a rural locality in northern New South Wales, Australia, known for its semi-rural lifestyle and proximity to coastal towns like Yamba and Maclean.
  • E. Bunnaloo
    Bunnaloo is a small rural locality in the Riverina region of New South Wales, Australia, known for its agricultural surroundings and close-knit community.
  • 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_69d822ea8b7c819097dfadf3d45545e6 completed April 9, 2026, 10:06 p.m.
NER Named-entity recognition batch_69decf30d044819082ac038e06481aab completed April 14, 2026, 11:35 p.m.
NED1 Entity disambiguation (via context triple) batch_69ff1a5f38488190b441dd0b385024b1 completed May 9, 2026, 11:28 a.m.
NEDg Description generation batch_69ff1b0e319881909af55b7c7360cc0e completed May 9, 2026, 11:31 a.m.
NED2 Entity disambiguation (via description) batch_69ff1bb6907c8190a3116d122303a1c6 completed May 9, 2026, 11:34 a.m.
Created at: April 10, 2026, 1:33 a.m.