Triple

T15005014
Position Surface form Disambiguated ID Type / Status
Subject Keppel Bay E377685 entity
Predicate hasNearbyPort P942 FINISHED
Object Port of Rockhampton
The Port of Rockhampton is a regional Australian port facility in Central Queensland that serves as a key hub for maritime trade and access to nearby coastal and industrial areas.
E1131828 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: Port of Rockhampton | Statement: [Keppel Bay, hasNearbyPort, Port of Rockhampton]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Port of Rockhampton
Context triple: [Keppel Bay, hasNearbyPort, Port of Rockhampton]
  • A. Port of Brisbane
    The Port of Brisbane is a major Australian seaport and key trade gateway for Queensland, handling a large share of the region’s container and bulk cargo traffic.
  • B. Port of Mackay
    The Port of Mackay is a key regional seaport in Queensland, Australia, handling bulk commodities and supporting the mining, agricultural, and industrial sectors of the Mackay region.
  • C. Port of Bundaberg
    The Port of Bundaberg is a regional Australian seaport in Queensland that handles bulk commodities and supports the agricultural and industrial economy of the Bundaberg area.
  • D. Port of Townsville
    The Port of Townsville is a major multi-cargo seaport in northern Queensland, Australia, serving as a key gateway for regional mining, agricultural exports, and imports.
  • E. Port of Cairns
    The Port of Cairns is a key regional Australian harbor serving as a gateway for tourism, cruise ships, and maritime trade in Far North Queensland.
  • 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: Port of Rockhampton
Triple: [Keppel Bay, hasNearbyPort, Port of Rockhampton]
Generated description
The Port of Rockhampton is a regional Australian port facility in Central Queensland that serves as a key hub for maritime trade and access to nearby coastal and industrial areas.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Port of Rockhampton
Target entity description: The Port of Rockhampton is a regional Australian port facility in Central Queensland that serves as a key hub for maritime trade and access to nearby coastal and industrial areas.
  • A. Port of Brisbane
    The Port of Brisbane is a major Australian seaport and key trade gateway for Queensland, handling a large share of the region’s container and bulk cargo traffic.
  • B. Port of Mackay
    The Port of Mackay is a key regional seaport in Queensland, Australia, handling bulk commodities and supporting the mining, agricultural, and industrial sectors of the Mackay region.
  • C. Port of Bundaberg
    The Port of Bundaberg is a regional Australian seaport in Queensland that handles bulk commodities and supports the agricultural and industrial economy of the Bundaberg area.
  • D. Port of Townsville
    The Port of Townsville is a major multi-cargo seaport in northern Queensland, Australia, serving as a key gateway for regional mining, agricultural exports, and imports.
  • E. Port of Cairns
    The Port of Cairns is a key regional Australian harbor serving as a gateway for tourism, cruise ships, and maritime trade in Far North Queensland.
  • 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_69d85cd3a3c881908c71fc424d459c17 completed April 10, 2026, 2:13 a.m.
NER Named-entity recognition batch_69ded7322b5c81909089cbbf816e1436 completed April 15, 2026, 12:09 a.m.
NED1 Entity disambiguation (via context triple) batch_69fe96a35acc8190a85f2ce32800ce1b completed May 9, 2026, 2:06 a.m.
NEDg Description generation batch_69fe98917abc81908998205b4ecf201f completed May 9, 2026, 2:14 a.m.
NED2 Entity disambiguation (via description) batch_69fe997c744481909bd3c66c3dd68f19 completed May 9, 2026, 2:18 a.m.
Created at: April 10, 2026, 2:54 a.m.