Triple

T5637194
Position Surface form Disambiguated ID Type / Status
Subject Royal National Park E147975 entity
Predicate hasRiver P165 FINISHED
Object Hacking River
Hacking River is a waterway in New South Wales, Australia, flowing through the Royal National Park and serving as a popular spot for recreation and nature activities.
E536406 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: Hacking River | Statement: [Royal National Park, hasRiver, Hacking River]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Hacking River
Context triple: [Royal National Park, hasRiver, Hacking River]
  • A. Revenge of the Hackers
    Revenge of the Hackers is an essay by open-source advocate Eric S. Raymond that chronicles the rise of the open-source movement and the cultural shift it brought to the software industry.
  • B. Breach
    Breach is a 2007 American spy thriller film based on the true story of FBI agent and convicted spy Robert Hanssen, in which Chris Cooper delivers a critically acclaimed performance as the duplicitous lead.
  • C. Cyber Pearl
    Cyber Pearl is a prominent commercial office complex in Hyderabad’s HITEC City, known for housing numerous IT and technology companies.
  • D. Backtrack
    Backtrack is a 2015 Australian psychological thriller film starring Adrien Brody as a troubled psychologist uncovering a dark mystery tied to his past.
  • E. Through the Wire
    "Through the Wire" is a breakout Kanye West single known for its soulful Chaka Khan sample and for being recorded while his jaw was wired shut after a near-fatal car accident.
  • 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: Hacking River
Triple: [Royal National Park, hasRiver, Hacking River]
Generated description
Hacking River is a waterway in New South Wales, Australia, flowing through the Royal National Park and serving as a popular spot for recreation and nature activities.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Hacking River
Target entity description: Hacking River is a waterway in New South Wales, Australia, flowing through the Royal National Park and serving as a popular spot for recreation and nature activities.
  • A. Revenge of the Hackers
    Revenge of the Hackers is an essay by open-source advocate Eric S. Raymond that chronicles the rise of the open-source movement and the cultural shift it brought to the software industry.
  • B. Breach
    Breach is a 2007 American spy thriller film based on the true story of FBI agent and convicted spy Robert Hanssen, in which Chris Cooper delivers a critically acclaimed performance as the duplicitous lead.
  • C. Cyber Pearl
    Cyber Pearl is a prominent commercial office complex in Hyderabad’s HITEC City, known for housing numerous IT and technology companies.
  • D. Backtrack
    Backtrack is a 2015 Australian psychological thriller film starring Adrien Brody as a troubled psychologist uncovering a dark mystery tied to his past.
  • E. Through the Wire
    "Through the Wire" is a breakout Kanye West single known for its soulful Chaka Khan sample and for being recorded while his jaw was wired shut after a near-fatal car accident.
  • 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_69c00907bc8881909ed760d3ed73ef35 completed March 22, 2026, 3:21 p.m.
NER Named-entity recognition batch_69c022809f708190ab859aa446683b10 completed March 22, 2026, 5:10 p.m.
NED1 Entity disambiguation (via context triple) batch_69c04d70e5d88190b869d54911bc8689 completed March 22, 2026, 8:13 p.m.
NEDg Description generation batch_69c04e8b548c81908adaf54bbe25af35 completed March 22, 2026, 8:18 p.m.
NED2 Entity disambiguation (via description) batch_69c04f4c1e34819093e60870c87c8d99 completed March 22, 2026, 8:21 p.m.
Created at: March 22, 2026, 3:41 p.m.