Triple

T6863822
Position Surface form Disambiguated ID Type / Status
Subject Victorian Heritage Register E158346 entity
Predicate previouslyBasedOn P74183 FINISHED
Object Heritage Act 1995 (Victoria)
The Heritage Act 1995 (Victoria) is a former Victorian statute that established the legal framework for identifying, protecting, and managing the state’s cultural heritage places and objects.
E625538 NE FINISHED

How this triple was built (5 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: Heritage Act 1995 (Victoria) | Statement: [Victorian Heritage Register, previouslyBasedOn, Heritage Act 1995 (Victoria)]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Heritage Act 1995 (Victoria)
Context triple: [Victorian Heritage Register, previouslyBasedOn, Heritage Act 1995 (Victoria)]
  • A. Heritage Act 2017 (Victoria)
    The Heritage Act 2017 (Victoria) is the primary Victorian legislation that governs the protection, conservation, and management of the state’s cultural heritage places and objects.
  • B. Heritage Act 1977 (New South Wales)
    The Heritage Act 1977 (New South Wales) is a key piece of state legislation that provides the legal framework for identifying, protecting, and managing heritage items and places in New South Wales.
  • C. Heritage Victoria
    Heritage Victoria is the state government agency responsible for protecting and managing Victoria’s cultural heritage places and objects.
  • D. Victorian Heritage Register
    The Victorian Heritage Register is an official list of places and objects in the Australian state of Victoria that are legally protected for their significant cultural, historical, architectural, or archaeological heritage.
  • E. Constitution Act 1975 (Victoria)
    The Constitution Act 1975 (Victoria) is the principal statute that establishes and regulates the structure, powers, and functions of the Parliament and government of the Australian state of Victoria.
  • 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: Heritage Act 1995 (Victoria)
Triple: [Victorian Heritage Register, previouslyBasedOn, Heritage Act 1995 (Victoria)]
Generated description
The Heritage Act 1995 (Victoria) is a former Victorian statute that established the legal framework for identifying, protecting, and managing the state’s cultural heritage places and objects.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Heritage Act 1995 (Victoria)
Target entity description: The Heritage Act 1995 (Victoria) is a former Victorian statute that established the legal framework for identifying, protecting, and managing the state’s cultural heritage places and objects.
  • A. Heritage Act 2017 (Victoria)
    The Heritage Act 2017 (Victoria) is the primary Victorian legislation that governs the protection, conservation, and management of the state’s cultural heritage places and objects.
  • B. Heritage Act 1977 (New South Wales)
    The Heritage Act 1977 (New South Wales) is a key piece of state legislation that provides the legal framework for identifying, protecting, and managing heritage items and places in New South Wales.
  • C. Heritage Victoria
    Heritage Victoria is the state government agency responsible for protecting and managing Victoria’s cultural heritage places and objects.
  • D. Victorian Heritage Register
    The Victorian Heritage Register is an official list of places and objects in the Australian state of Victoria that are legally protected for their significant cultural, historical, architectural, or archaeological heritage.
  • E. Constitution Act 1975 (Victoria)
    The Constitution Act 1975 (Victoria) is the principal statute that establishes and regulates the structure, powers, and functions of the Parliament and government of the Australian state of Victoria.
  • F. None of above. chosen
PD Predicate disambiguation gpt-5-mini-2025-08-07
Target predicate: previouslyBasedOn
Context triple: [Victorian Heritage Register, previouslyBasedOn, Heritage Act 1995 (Victoria)]
  • A. basedOnBy
    Indicates that one entity is derived from, justified by, or constructed using another entity as its source, foundation, or reference.
  • B. historicallyBasedOn
    Indicates that something is derived from, inspired by, or modeled on historical events, sources, or precedents.
  • C. isBasedOn
    Indicates that one entity is derived from, inspired by, or developed using the content, structure, or principles of another entity.
  • D. areBasedOn
    Indicates that one entity is founded, derived, or developed from the principles, content, or structure of another entity.
  • E. previouslyRequired
    Indicates that one entity was required or necessary before another entity, typically as a prerequisite condition or step.
  • F. None of above. chosen

Provenance (7 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_69c68830cdbc8190a8301c7a9d9f651a completed March 27, 2026, 1:37 p.m.
NER Named-entity recognition batch_69c6da3ce95081909a424ac04bc7fa07 completed March 27, 2026, 7:27 p.m.
NED1 Entity disambiguation (via context triple) batch_69c7428b2fe88190ac1798922e2b9620 completed March 28, 2026, 2:52 a.m.
NEDg Description generation batch_69c7437978b48190a9c79761c15355cd completed March 28, 2026, 2:56 a.m.
NED2 Entity disambiguation (via description) batch_69c743f4c6fc8190b8a39fdfe7a796ea completed March 28, 2026, 2:59 a.m.
PD Predicate disambiguation batch_69c6d7b168908190b2f7c724b1bc7fc9 completed March 27, 2026, 7:17 p.m.
PDg Predicate description generation batch_69c6da3b5510819093c5893ea92ac025 completed March 27, 2026, 7:27 p.m.
Created at: March 27, 2026, 2:21 p.m.