Triple

T791644
Position Surface form Disambiguated ID Type / Status
Subject Maitland, New South Wales E16926 entity
Predicate hasSuburb P747 FINISHED
Object Lochinvar
Lochinvar is a small rural-residential suburb in the Hunter Region of New South Wales, Australia, known for its vineyards, farmland, and village atmosphere.
 E94053 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: Lochinvar | Statement: [Maitland, New South Wales, hasSuburb, Lochinvar]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Lochinvar
Context triple: [Maitland, New South Wales, hasSuburb, Lochinvar]
  • A. Tullibigeal
    Tullibigeal is a small rural town in New South Wales, Australia, known for its agricultural community and location within the Riverina region.
  • B. Lady of the Thistle
    Lady of the Thistle is the title given to a female member of the Order of the Thistle, Scotland’s highest order of chivalry.
  • C. Lochaber
    Lochaber is a region in the western Scottish Highlands known for its rugged landscapes, including Britain’s highest mountain, Ben Nevis.
  • D. Carn a’ Ghaill
    Carn a’ Ghaill is the summit that forms the highest point on the Scottish island of Canna in the Inner Hebrides.
  • E. Macheath
    Macheath is the charming yet roguish highwayman and anti-hero central to John Gay’s satirical ballad opera "The Beggar’s Opera."
  • 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: Lochinvar
Triple: [Maitland, New South Wales, hasSuburb, Lochinvar]
Generated description
Lochinvar is a small rural-residential suburb in the Hunter Region of New South Wales, Australia, known for its vineyards, farmland, and village atmosphere.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Lochinvar
Target entity description: Lochinvar is a small rural-residential suburb in the Hunter Region of New South Wales, Australia, known for its vineyards, farmland, and village atmosphere.
  • A. Tullibigeal
    Tullibigeal is a small rural town in New South Wales, Australia, known for its agricultural community and location within the Riverina region.
  • B. Lady of the Thistle
    Lady of the Thistle is the title given to a female member of the Order of the Thistle, Scotland’s highest order of chivalry.
  • C. Lochaber
    Lochaber is a region in the western Scottish Highlands known for its rugged landscapes, including Britain’s highest mountain, Ben Nevis.
  • D. Carn a’ Ghaill
    Carn a’ Ghaill is the summit that forms the highest point on the Scottish island of Canna in the Inner Hebrides.
  • E. Macheath
    Macheath is the charming yet roguish highwayman and anti-hero central to John Gay’s satirical ballad opera "The Beggar’s Opera."
  • 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_69a4936cb7448190914f5fe4b8d81607 completed March 1, 2026, 7:28 p.m.
NER Named-entity recognition batch_69a4a798c7608190b9c79c52a1fe0859 completed March 1, 2026, 8:54 p.m.
NED1 Entity disambiguation (via context triple) batch_69a67880f9608190b0676eb47ea99ca1 completed March 3, 2026, 5:58 a.m.
NEDg Description generation batch_69a678f962c881909884c2af15f41d65 completed March 3, 2026, 6 a.m.
NED2 Entity disambiguation (via description) batch_69a67953f2bc8190bbbf8d4ae9c2c3bc completed March 3, 2026, 6:01 a.m.
Created at: March 1, 2026, 7:38 p.m.