Triple

T14545705
Position Surface form Disambiguated ID Type / Status
Subject Australian rail network E341286 entity
Predicate majorOperator P5623 FINISHED
Object Pacific National
Pacific National is one of Australia’s largest freight rail companies, operating extensive interstate and regional cargo services across the national rail network.
E1105095 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: Pacific National | Statement: [Australian rail network, majorOperator, Pacific National]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Pacific National
Context triple: [Australian rail network, majorOperator, Pacific National]
  • A. Bank of the West
    Bank of the West is a U.S.-based commercial bank that operated primarily in the western United States, offering retail and business banking services as part of the global BNP Paribas group.
  • B. Western Bank
    Western Bank is a street in Sheffield, England, known for bordering the University of Sheffield campus and several notable city landmarks.
  • C. Bank of California
    Bank of California was a prominent American financial institution founded in the 19th century that played a major role in the economic development of the U.S. West Coast.
  • D. Discovery Bank
    Discovery Bank is a submarine geological feature located on the Scotia Plate in the Southern Ocean.
  • E. Industrial Bank of Washington
    Industrial Bank of Washington was a Washington, D.C.–based financial institution that evolved from earlier regional banking entities and served local communities with retail and commercial banking services.
  • 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: Pacific National
Triple: [Australian rail network, majorOperator, Pacific National]
Generated description
Pacific National is one of Australia’s largest freight rail companies, operating extensive interstate and regional cargo services across the national rail network.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Pacific National
Target entity description: Pacific National is one of Australia’s largest freight rail companies, operating extensive interstate and regional cargo services across the national rail network.
  • A. Bank of the West
    Bank of the West is a U.S.-based commercial bank that operated primarily in the western United States, offering retail and business banking services as part of the global BNP Paribas group.
  • B. Western Bank
    Western Bank is a street in Sheffield, England, known for bordering the University of Sheffield campus and several notable city landmarks.
  • C. Bank of California
    Bank of California was a prominent American financial institution founded in the 19th century that played a major role in the economic development of the U.S. West Coast.
  • D. Discovery Bank
    Discovery Bank is a submarine geological feature located on the Scotia Plate in the Southern Ocean.
  • E. Industrial Bank of Washington
    Industrial Bank of Washington was a Washington, D.C.–based financial institution that evolved from earlier regional banking entities and served local communities with retail and commercial banking services.
  • 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.