Triple

T6893579
Position Surface form Disambiguated ID Type / Status
Subject Australian Public Service E159111 entity
Predicate alsoKnownAs P39 FINISHED
Object APS
APS is the collective term for the federal civil service workforce that supports the Australian Government in developing and implementing national policies and delivering public services.
 E626689 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: APS | Statement: [Australian Public Service, alsoKnownAs, APS]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: APS
Context triple: [Australian Public Service, alsoKnownAs, APS]
  • A. APS
    APS is an organization known for presenting the MGM Award, likely within a professional or academic field.
  • B. APS
    APS (American Physical Society) is a leading professional organization dedicated to advancing and disseminating knowledge of physics through research publications, conferences, education, and advocacy.
  • C. APSR
    APSR is the flagship peer-reviewed academic journal of the American Political Science Association, publishing leading research across all fields of political science.
  • D. ACS
    ACS is a leading U.S.-based scientific society and publisher focused on advancing the chemistry enterprise and its practitioners worldwide.
  • E. ACS
    ACS is an organization whose name is abbreviated from the Special Committee for Transport, likely functioning as a body focused on transportation policy or oversight.
  • 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: APS
Triple: [Australian Public Service, alsoKnownAs, APS]
Generated description
APS is the collective term for the federal civil service workforce that supports the Australian Government in developing and implementing national policies and delivering public services.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: APS
Target entity description: APS is the collective term for the federal civil service workforce that supports the Australian Government in developing and implementing national policies and delivering public services.
  • A. APS
    APS (American Physical Society) is a leading professional organization dedicated to advancing and disseminating knowledge of physics through research publications, conferences, education, and advocacy.
  • B. APS
    APS is an organization known for presenting the MGM Award, likely within a professional or academic field.
  • C. APSR
    APSR is the flagship peer-reviewed academic journal of the American Political Science Association, publishing leading research across all fields of political science.
  • D. ACS
    ACS is an organization whose name is abbreviated from the Special Committee for Transport, likely functioning as a body focused on transportation policy or oversight.
  • E. ACS
    ACS is a leading U.S.-based scientific society and publisher focused on advancing the chemistry enterprise and its practitioners worldwide.
  • 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_69c6883568c8819081db6407e892cccc completed March 27, 2026, 1:37 p.m.
NER Named-entity recognition batch_69c6d931da24819096b9b205f2c0ebb0 completed March 27, 2026, 7:23 p.m.
NED1 Entity disambiguation (via context triple) batch_69c748db2bd48190bb26f60c58ec8229 completed March 28, 2026, 3:19 a.m.
NEDg Description generation batch_69c749901de081908e5c3ccd324e8191 completed March 28, 2026, 3:22 a.m.
NED2 Entity disambiguation (via description) batch_69c74a0bcddc819084b22925cf57a205 completed March 28, 2026, 3:24 a.m.
Created at: March 27, 2026, 2:24 p.m.