Triple

T12448101
Position Surface form Disambiguated ID Type / Status
Subject Port of Kota Kinabalu E297454 entity
Predicate operator P179 FINISHED
Object Sabah Ports Sdn Bhd
Sabah Ports Sdn Bhd is a Malaysian port operating company responsible for managing and providing port services across key ports in the state of Sabah.
E984014 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: Sabah Ports Sdn Bhd | Statement: [Port of Kota Kinabalu, operator, Sabah Ports Sdn Bhd]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Sabah Ports Sdn Bhd
Context triple: [Port of Kota Kinabalu, operator, Sabah Ports Sdn Bhd]
  • A. Jurong Port
    Jurong Port is a major multi-purpose port in Singapore that handles bulk, break-bulk, and container cargo, supporting the country’s industrial and maritime activities.
  • B. Johor Port
    Johor Port is a major Malaysian seaport and logistics hub in the state of Johor, serving as a key gateway for regional and international trade.
  • C. Port of Kota Kinabalu
    The Port of Kota Kinabalu is a key seaport in Sabah, Malaysia, serving as a major hub for regional trade, cargo handling, and passenger transport on the island of Borneo.
  • D. Lumut Port
    Lumut Port is a key maritime and industrial port facility located on the west coast of Perak, Malaysia, serving as an important hub for cargo handling and regional trade.
  • E. Port of Tanjung Pelepas
    The Port of Tanjung Pelepas is a major Malaysian container port in Johor that serves as a key transshipment hub for global shipping routes.
  • 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: Sabah Ports Sdn Bhd
Triple: [Port of Kota Kinabalu, operator, Sabah Ports Sdn Bhd]
Generated description
Sabah Ports Sdn Bhd is a Malaysian port operating company responsible for managing and providing port services across key ports in the state of Sabah.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Sabah Ports Sdn Bhd
Target entity description: Sabah Ports Sdn Bhd is a Malaysian port operating company responsible for managing and providing port services across key ports in the state of Sabah.
  • A. Jurong Port
    Jurong Port is a major multi-purpose port in Singapore that handles bulk, break-bulk, and container cargo, supporting the country’s industrial and maritime activities.
  • B. Johor Port
    Johor Port is a major Malaysian seaport and logistics hub in the state of Johor, serving as a key gateway for regional and international trade.
  • C. Port of Kota Kinabalu
    The Port of Kota Kinabalu is a key seaport in Sabah, Malaysia, serving as a major hub for regional trade, cargo handling, and passenger transport on the island of Borneo.
  • D. Lumut Port
    Lumut Port is a key maritime and industrial port facility located on the west coast of Perak, Malaysia, serving as an important hub for cargo handling and regional trade.
  • E. Port of Tanjung Pelepas
    The Port of Tanjung Pelepas is a major Malaysian container port in Johor that serves as a key transshipment hub for global shipping routes.
  • 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_69d6ada166c48190b902972cd2408fa3 completed April 8, 2026, 7:33 p.m.
NER Named-entity recognition batch_69d94d9e592c81908cf7f3ca170d942c completed April 10, 2026, 7:21 p.m.
NED1 Entity disambiguation (via context triple) batch_69f63f1501448190b0a95d7cd249ca9d completed May 2, 2026, 6:14 p.m.
NEDg Description generation batch_69f640ef7dd08190bf78d04cffac1a44 completed May 2, 2026, 6:22 p.m.
NED2 Entity disambiguation (via description) batch_69f641abe114819093d99a327f2220c2 completed May 2, 2026, 6:25 p.m.
Created at: April 8, 2026, 9:56 p.m.