Triple

T4494554
Position Surface form Disambiguated ID Type / Status
Subject Fly River E100661 entity
Predicate hasTributary P415 FINISHED
Object Herbert River (Papua New Guinea)
Herbert River in Papua New Guinea is a lesser-known river system that forms part of the extensive Fly River basin in the country's western lowlands.
E447101 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: Herbert River (Papua New Guinea) | Statement: [Fly River, hasTributary, Herbert River (Papua New Guinea)]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Herbert River (Papua New Guinea)
Context triple: [Fly River, hasTributary, Herbert River (Papua New Guinea)]
  • A. Nambucca River
    The Nambucca River is a coastal river in New South Wales, Australia, flowing through rural towns before reaching the Pacific Ocean near Nambucca Heads.
  • B. Hari River
    The Hari River is a major river in Central Asia that flows from the mountains of Afghanistan through Iran and Turkmenistan, providing vital water resources to the arid regions it traverses.
  • C. Daintree River
    The Daintree River is a waterway in Far North Queensland, Australia, that winds through the ancient Daintree Rainforest and supports rich biodiversity including mangroves, crocodiles, and numerous bird species.
  • D. Lamington River
    The Lamington River is a tributary of the North Branch Raritan River in north-central New Jersey, known for its scenic rural surroundings and recreational opportunities like fishing and paddling.
  • E. Noi River
    The Noi River is a significant waterway in central Thailand that branches from and later rejoins the Chao Phraya River, supporting local agriculture and settlements along its course.
  • 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: Herbert River (Papua New Guinea)
Triple: [Fly River, hasTributary, Herbert River (Papua New Guinea)]
Generated description
Herbert River in Papua New Guinea is a lesser-known river system that forms part of the extensive Fly River basin in the country's western lowlands.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Herbert River (Papua New Guinea)
Target entity description: Herbert River in Papua New Guinea is a lesser-known river system that forms part of the extensive Fly River basin in the country's western lowlands.
  • A. Nambucca River
    The Nambucca River is a coastal river in New South Wales, Australia, flowing through rural towns before reaching the Pacific Ocean near Nambucca Heads.
  • B. Hari River
    The Hari River is a major river in Central Asia that flows from the mountains of Afghanistan through Iran and Turkmenistan, providing vital water resources to the arid regions it traverses.
  • C. Daintree River
    The Daintree River is a waterway in Far North Queensland, Australia, that winds through the ancient Daintree Rainforest and supports rich biodiversity including mangroves, crocodiles, and numerous bird species.
  • D. Lamington River
    The Lamington River is a tributary of the North Branch Raritan River in north-central New Jersey, known for its scenic rural surroundings and recreational opportunities like fishing and paddling.
  • E. Noi River
    The Noi River is a significant waterway in central Thailand that branches from and later rejoins the Chao Phraya River, supporting local agriculture and settlements along its course.
  • 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_69bd43cdf15081909a4fa2585ff63b3e completed March 20, 2026, 12:55 p.m.
NER Named-entity recognition batch_69bd5572c60881909101b4e65dd5de06 completed March 20, 2026, 2:10 p.m.
NED1 Entity disambiguation (via context triple) batch_69bd67ba4d4881909fe32902507bcbe3 completed March 20, 2026, 3:28 p.m.
NEDg Description generation batch_69bd68d76cfc819083071015add540dc completed March 20, 2026, 3:33 p.m.
NED2 Entity disambiguation (via description) batch_69bd698f0f148190ae3ad5193cba0851 completed March 20, 2026, 3:36 p.m.
Created at: March 20, 2026, 1 p.m.