Triple

T12881812
Position Surface form Disambiguated ID Type / Status
Subject Ministry of Maritime Affairs (Pakistan) E308113 entity
Predicate oversees P46 FINISHED
Object Pakistan National Shipping Corporation
Pakistan National Shipping Corporation is Pakistan’s state-owned national flag carrier responsible for commercial shipping and related maritime services.
E1009799 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: Pakistan National Shipping Corporation | Statement: [Ministry of Maritime Affairs (Pakistan), oversees, Pakistan National Shipping Corporation]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Pakistan National Shipping Corporation
Context triple: [Ministry of Maritime Affairs (Pakistan), oversees, Pakistan National Shipping Corporation]
  • A. Shipping Corporation of India
    The Shipping Corporation of India is a government-owned national shipping company that operates and manages a large fleet for maritime transport and logistics services in India and internationally.
  • B. Pakistan International Airlines
    Pakistan International Airlines is the national flag carrier of Pakistan, operating domestic and international flights across Asia, Europe, and North America.
  • C. K Line
    K Line is a light rail route in the Los Angeles Metro Rail system serving neighborhoods in South Los Angeles and connecting to key transit hubs.
  • D. India Ports Global Limited
    India Ports Global Limited is an Indian government-owned company responsible for developing and operating overseas port projects, most notably India’s strategic investment in Iran’s Chabahar Port.
  • E. Orient Overseas Container Line
    Orient Overseas Container Line is a major Hong Kong-based international container shipping and logistics company.
  • 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: Pakistan National Shipping Corporation
Triple: [Ministry of Maritime Affairs (Pakistan), oversees, Pakistan National Shipping Corporation]
Generated description
Pakistan National Shipping Corporation is Pakistan’s state-owned national flag carrier responsible for commercial shipping and related maritime services.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Pakistan National Shipping Corporation
Target entity description: Pakistan National Shipping Corporation is Pakistan’s state-owned national flag carrier responsible for commercial shipping and related maritime services.
  • A. Shipping Corporation of India
    The Shipping Corporation of India is a government-owned national shipping company that operates and manages a large fleet for maritime transport and logistics services in India and internationally.
  • B. Pakistan International Airlines
    Pakistan International Airlines is the national flag carrier of Pakistan, operating domestic and international flights across Asia, Europe, and North America.
  • C. K Line
    K Line is a light rail route in the Los Angeles Metro Rail system serving neighborhoods in South Los Angeles and connecting to key transit hubs.
  • D. India Ports Global Limited
    India Ports Global Limited is an Indian government-owned company responsible for developing and operating overseas port projects, most notably India’s strategic investment in Iran’s Chabahar Port.
  • E. Orient Overseas Container Line
    Orient Overseas Container Line is a major Hong Kong-based international container shipping and logistics company.
  • 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_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_69f6a55393a88190a88c9357a6db5aec completed May 3, 2026, 1:30 a.m.
NEDg Description generation batch_69f6a6db731c819091b96c4ed6a50f19 completed May 3, 2026, 1:37 a.m.
NED2 Entity disambiguation (via description) batch_69f6a8a31264819082c1ce67eaa529cc completed May 3, 2026, 1:45 a.m.
Created at: April 9, 2026, 5:39 p.m.