Triple

T5300867
Position Surface form Disambiguated ID Type / Status
Subject Murray (New South Wales state electoral district) E119974 entity
Predicate includesTown P847 FINISHED
Object Balranald
Balranald is a rural town in the western Riverina region of New South Wales, Australia, situated on the banks of the Murrumbidgee River.
 E512701 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: Balranald | Statement: [Murray (New South Wales state electoral district), includesTown, Balranald]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Balranald
Context triple: [Murray (New South Wales state electoral district), includesTown, Balranald]
  • A. Baldwyn
    Baldwyn is a masculine given name and surname of Old Germanic origin, historically associated with nobility and leadership.
  • B. Mordaunt
    Mordaunt is a vengeful and fanatical antagonist in Alexandre Dumas’ d'Artagnan romances, known as the ruthless son of Milady de Winter who seeks to destroy the musketeers.
  • C. Gaheris
    Gaheris is a knight of the Round Table in Arthurian legend, known as one of King Arthur’s nephews and a member of the Orkney clan.
  • D. Garona Halforcen
    Garona Halforcen is a half-orc assassin and diplomat from the Warcraft universe, known for her pivotal role in the events surrounding the First War between orcs and humans.
  • E. Rasalhague
    Rasalhague is the brightest star in the constellation Ophiuchus, representing the head of the serpent-bearer in the night sky.
  • 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: Balranald
Triple: [Murray (New South Wales state electoral district), includesTown, Balranald]
Generated description
Balranald is a rural town in the western Riverina region of New South Wales, Australia, situated on the banks of the Murrumbidgee River.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Balranald
Target entity description: Balranald is a rural town in the western Riverina region of New South Wales, Australia, situated on the banks of the Murrumbidgee River.
  • A. Baldwyn
    Baldwyn is a masculine given name and surname of Old Germanic origin, historically associated with nobility and leadership.
  • B. Mordaunt
    Mordaunt is a vengeful and fanatical antagonist in Alexandre Dumas’ d'Artagnan romances, known as the ruthless son of Milady de Winter who seeks to destroy the musketeers.
  • C. Gaheris
    Gaheris is a knight of the Round Table in Arthurian legend, known as one of King Arthur’s nephews and a member of the Orkney clan.
  • D. Garona Halforcen
    Garona Halforcen is a half-orc assassin and diplomat from the Warcraft universe, known for her pivotal role in the events surrounding the First War between orcs and humans.
  • E. Rasalhague
    Rasalhague is the brightest star in the constellation Ophiuchus, representing the head of the serpent-bearer in the night sky.
  • 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_69bd446f22b88190b6a47fb91c68a3e7 completed March 20, 2026, 12:58 p.m.
NER Named-entity recognition batch_69bd8509f67c8190b2f82a8370301a59 completed March 20, 2026, 5:34 p.m.
NED1 Entity disambiguation (via context triple) batch_69bf188394ec81909a03afe92750e9c1 completed March 21, 2026, 10:15 p.m.
NEDg Description generation batch_69bf1c6c84b481909c7e650c58961bd7 completed March 21, 2026, 10:32 p.m.
NED2 Entity disambiguation (via description) batch_69bf1cce6f9881908499ac380f183ffb completed March 21, 2026, 10:33 p.m.
Created at: March 20, 2026, 1:53 p.m.