Triple

T14544043
Position Surface form Disambiguated ID Type / Status
Subject Leader of the Opposition (Australia) E341242 entity
Predicate hasAbbreviation P43 FINISHED
Object LOTO (Australia)
LOTO (Australia) is the commonly used abbreviation for the office of the Leader of the Opposition in the Australian Parliament, the head of the largest non-government party.
E1105020 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: LOTO (Australia) | Statement: [Leader of the Opposition (Australia), hasAbbreviation, LOTO (Australia)]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: LOTO (Australia)
Context triple: [Leader of the Opposition (Australia), hasAbbreviation, LOTO (Australia)]
  • A. Lowan
    Lowan is a rural Victorian state electoral district in Australia that covers a large area of the state's western region, including the city of Horsham.
  • B. Leati
    Leati is the real first name of professional wrestler Roman Reigns, whose full name is Leati Joseph Anoaʻi.
  • C. Manatuto
    Manatuto is a coastal town in northern East Timor that serves as an administrative and commercial center for the surrounding region.
  • D. Lalor
    Lalor is a suburban railway station in Melbourne, Australia, serving the local community on the metropolitan train network.
  • E. Laiolo
    Laiolo is an alternate name for the Laiyolo language, an Austronesian language spoken in parts of Indonesia.
  • 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: LOTO (Australia)
Triple: [Leader of the Opposition (Australia), hasAbbreviation, LOTO (Australia)]
Generated description
LOTO (Australia) is the commonly used abbreviation for the office of the Leader of the Opposition in the Australian Parliament, the head of the largest non-government party.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: LOTO (Australia)
Target entity description: LOTO (Australia) is the commonly used abbreviation for the office of the Leader of the Opposition in the Australian Parliament, the head of the largest non-government party.
  • A. Lowan
    Lowan is a rural Victorian state electoral district in Australia that covers a large area of the state's western region, including the city of Horsham.
  • B. Leati
    Leati is the real first name of professional wrestler Roman Reigns, whose full name is Leati Joseph Anoaʻi.
  • C. Manatuto
    Manatuto is a coastal town in northern East Timor that serves as an administrative and commercial center for the surrounding region.
  • D. Lalor
    Lalor is a suburban railway station in Melbourne, Australia, serving the local community on the metropolitan train network.
  • E. Laiolo
    Laiolo is an alternate name for the Laiyolo language, an Austronesian language spoken in parts of Indonesia.
  • 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_69d822db9c8481908213ceb39585f792 completed April 9, 2026, 10:06 p.m.
NER Named-entity recognition batch_69deb1bfc2b48190adb0897682c26a9a completed April 14, 2026, 9:29 p.m.
NED1 Entity disambiguation (via context triple) batch_69fd7a60f2f88190b08fdf0a3095d0a7 completed May 8, 2026, 5:53 a.m.
NEDg Description generation batch_69fd7d80d358819095661dac316ff69f completed May 8, 2026, 6:06 a.m.
NED2 Entity disambiguation (via description) batch_69fd7e0a30188190942ff45e0f865490 completed May 8, 2026, 6:09 a.m.
Created at: April 10, 2026, 1:22 a.m.