Triple

T14545585
Position Surface form Disambiguated ID Type / Status
Subject Commonwealth land managers E341283 entity
Predicate mayInclude P1393 FINISHED
Object Commonwealth corporate entities
Commonwealth corporate entities are government-owned corporations or statutory authorities established by the Australian Government to carry out commercial, regulatory, or service-delivery functions at arm’s length from traditional public service departments.
 E308083 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: Commonwealth corporate entities | Statement: [Commonwealth land managers, mayInclude, Commonwealth corporate entities]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Commonwealth corporate entities
Context triple: [Commonwealth land managers, mayInclude, Commonwealth corporate entities]
  • A. Commonwealth agencies
    Commonwealth agencies are the various governmental bodies and departments that operate under the authority of the Australian federal (Commonwealth) government to administer national laws, policies, and services.
  • B. Commonwealth institutions
    Commonwealth institutions are the intergovernmental and associated bodies that coordinate cooperation, governance, and shared initiatives among the member states of the Commonwealth of Nations.
  • C. Crown entity
    A Crown entity is a type of New Zealand public sector organization that operates at arm’s length from ministers while carrying out government functions and services.
  • D. Crown corporations
    Crown corporations are government-owned enterprises in Canada that operate at arm’s length from the state to provide commercial or public services while remaining publicly accountable.
  • E. United Business
    United Business is United Airlines’ premium business-class cabin offering enhanced comfort, service, and amenities compared to its economy class.
  • 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: Commonwealth corporate entities
Triple: [Commonwealth land managers, mayInclude, Commonwealth corporate entities]
Generated description
Commonwealth corporate entities are government-owned corporations or statutory authorities established by the Australian Government to carry out commercial, regulatory, or service-delivery functions at arm’s length from traditional public service departments.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Commonwealth corporate entities
Target entity description: Commonwealth corporate entities are government-owned corporations or statutory authorities established by the Australian Government to carry out commercial, regulatory, or service-delivery functions at arm’s length from traditional public service departments.
  • A. Commonwealth agencies chosen
    Commonwealth agencies are the various governmental bodies and departments that operate under the authority of the Australian federal (Commonwealth) government to administer national laws, policies, and services.
  • B. Commonwealth institutions
    Commonwealth institutions are the intergovernmental and associated bodies that coordinate cooperation, governance, and shared initiatives among the member states of the Commonwealth of Nations.
  • C. Crown entity
    A Crown entity is a type of New Zealand public sector organization that operates at arm’s length from ministers while carrying out government functions and services.
  • D. Crown corporations
    Crown corporations are government-owned enterprises in Canada that operate at arm’s length from the state to provide commercial or public services while remaining publicly accountable.
  • E. United Business
    United Business is United Airlines’ premium business-class cabin offering enhanced comfort, service, and amenities compared to its economy class.
  • F. None of above.

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.