Triple

T12881814
Position Surface form Disambiguated ID Type / Status
Subject Ministry of Maritime Affairs (Pakistan) E308113 entity
Predicate oversees P46 FINISHED
Object Port Qasim Authority
Port Qasim Authority is the federal government agency responsible for managing and operating Port Qasim, one of Pakistan’s major seaports and industrial hubs near Karachi.
E56979 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 Qasim Authority | Statement: [Ministry of Maritime Affairs (Pakistan), oversees, Port Qasim Authority]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Port Qasim Authority
Context triple: [Ministry of Maritime Affairs (Pakistan), oversees, Port Qasim Authority]
  • A. Hamriyah Port
    Hamriyah Port is a major deep-water commercial and industrial port in the Emirate of Sharjah in the United Arab Emirates, serving as a key hub for trade and maritime activities in the region.
  • B. Port Qasim
    Port Qasim is Pakistan’s second-busiest deep-sea commercial port and a major industrial and shipping hub located near Karachi on the Arabian Sea.
  • C. Karachi International Container Terminal
    Karachi International Container Terminal is a major container-handling facility in Pakistan that operates within the Port of Karachi, serving as a key hub for the country’s maritime trade.
  • D. Aden Container Terminal
    Aden Container Terminal is a major modern container-handling facility within Yemen’s Port of Aden, serving as a key hub for regional and international maritime trade.
  • E. Abu Dhabi Ports
    Abu Dhabi Ports is a government-owned port operator in the United Arab Emirates that develops, manages, and operates key commercial and industrial ports and logistics hubs, including major facilities in Abu Dhabi.
  • 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 Qasim Authority
Triple: [Ministry of Maritime Affairs (Pakistan), oversees, Port Qasim Authority]
Generated description
Port Qasim Authority is the federal government agency responsible for managing and operating Port Qasim, one of Pakistan’s major seaports and industrial hubs near Karachi.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Port Qasim Authority
Target entity description: Port Qasim Authority is the federal government agency responsible for managing and operating Port Qasim, one of Pakistan’s major seaports and industrial hubs near Karachi.
  • A. Hamriyah Port
    Hamriyah Port is a major deep-water commercial and industrial port in the Emirate of Sharjah in the United Arab Emirates, serving as a key hub for trade and maritime activities in the region.
  • B. Port Qasim chosen
    Port Qasim is Pakistan’s second-busiest deep-sea commercial port and a major industrial and shipping hub located near Karachi on the Arabian Sea.
  • C. Karachi International Container Terminal
    Karachi International Container Terminal is a major container-handling facility in Pakistan that operates within the Port of Karachi, serving as a key hub for the country’s maritime trade.
  • D. Aden Container Terminal
    Aden Container Terminal is a major modern container-handling facility within Yemen’s Port of Aden, serving as a key hub for regional and international maritime trade.
  • E. Abu Dhabi Ports
    Abu Dhabi Ports is a government-owned port operator in the United Arab Emirates that develops, manages, and operates key commercial and industrial ports and logistics hubs, including major facilities in Abu Dhabi.
  • F. None of above.

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_69d7bdf69bc48190af6c2621f28ca351 completed April 9, 2026, 2:55 p.m.
NER Named-entity recognition batch_69d970fd15888190baf90fc30f2a3e25 completed April 10, 2026, 9:51 p.m.
NED1 Entity disambiguation (via context triple) batch_69f6af55623081909fd171129f439302 completed May 3, 2026, 2:13 a.m.
NEDg Description generation batch_69f6b02e3b9881909387c1f70176a1bd completed May 3, 2026, 2:17 a.m.
NED2 Entity disambiguation (via description) batch_69f6b11ced30819090f67a0b1e1369aa completed May 3, 2026, 2:21 a.m.
Created at: April 9, 2026, 5:39 p.m.