Triple

T4304097
Position Surface form Disambiguated ID Type / Status
Subject Fraser Coast Region E99911 entity
Predicate containsSettlement P847 FINISHED
Object River Heads
River Heads is a coastal township in Queensland, Australia, known as a gateway to Fraser Island (K'gari) and the mouth of the Mary and Susan Rivers.
 E429433 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: River Heads | Statement: [Fraser Coast Region, containsSettlement, River Heads]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: River Heads
Context triple: [Fraser Coast Region, containsSettlement, River Heads]
  • A. Valley Stream
    Valley Stream is a suburban village in Nassau County, New York, located on the western end of Long Island just outside New York City.
  • B. Naic
    Naic is a coastal municipality in the province of Cavite in the Philippines known for its historical significance and agricultural and fishing communities.
  • C. Riverhead
    Riverhead is a town on the eastern end of Long Island in New York, known as the county seat of Suffolk County and a gateway to the North Fork wine region.
  • D. Red Bank
    Red Bank is a borough in Monmouth County, New Jersey, known for its vibrant downtown, arts scene, and location along the Navesink River.
  • E. Inlet, New York
    Inlet, New York is a small resort town in the Adirondack Mountains known for outdoor recreation and its proximity to the Fulton Chain of Lakes.
  • 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: River Heads
Triple: [Fraser Coast Region, containsSettlement, River Heads]
Generated description
River Heads is a coastal township in Queensland, Australia, known as a gateway to Fraser Island (K'gari) and the mouth of the Mary and Susan Rivers.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: River Heads
Target entity description: River Heads is a coastal township in Queensland, Australia, known as a gateway to Fraser Island (K'gari) and the mouth of the Mary and Susan Rivers.
  • A. Valley Stream
    Valley Stream is a suburban village in Nassau County, New York, located on the western end of Long Island just outside New York City.
  • B. Naic
    Naic is a coastal municipality in the province of Cavite in the Philippines known for its historical significance and agricultural and fishing communities.
  • C. Riverhead
    Riverhead is a town on the eastern end of Long Island in New York, known as the county seat of Suffolk County and a gateway to the North Fork wine region.
  • D. Red Bank
    Red Bank is a borough in Monmouth County, New Jersey, known for its vibrant downtown, arts scene, and location along the Navesink River.
  • E. Inlet, New York
    Inlet, New York is a small resort town in the Adirondack Mountains known for outdoor recreation and its proximity to the Fulton Chain of Lakes.
  • 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_69b345528ebc8190b5abc7e95094792d completed March 12, 2026, 10:59 p.m.
NER Named-entity recognition batch_69b350b8e1cc819094ce3d6f6c8da767 completed March 12, 2026, 11:48 p.m.
NED1 Entity disambiguation (via context triple) batch_69b5c7507f1081909cf737dff00542d9 completed March 14, 2026, 8:38 p.m.
NEDg Description generation batch_69b5c909b7848190bbe00249e0c9e555 completed March 14, 2026, 8:46 p.m.
NED2 Entity disambiguation (via description) batch_69b5c97117088190972bba5dbc1553f7 completed March 14, 2026, 8:47 p.m.
Created at: March 12, 2026, 11:09 p.m.