Triple

T3078963
Position Surface form Disambiguated ID Type / Status
Subject Khalifa Port E64206 entity
Predicate operator P179 FINISHED
Object AD Ports Group
AD Ports Group is a leading United Arab Emirates–based ports, logistics, and maritime services company that develops and operates key trade and industrial hubs across the region.
E324999 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: AD Ports Group | Statement: [Khalifa Port, operator, AD Ports Group]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: AD Ports Group
Context triple: [Khalifa Port, operator, AD Ports Group]
  • A. Saudi Ports Authority
    The Saudi Ports Authority is the government agency responsible for overseeing, regulating, and developing Saudi Arabia’s commercial seaports and maritime infrastructure.
  • B. Red Sea Ports Authority
    The Red Sea Ports Authority is an Egyptian governmental body responsible for managing and operating key maritime ports along the Red Sea coast.
  • C. DP World
    DP World is a Dubai-based global logistics and port operator that manages ports, economic zones, and supply chain services across numerous countries.
  • D. Darwin Port Corporation
    Darwin Port Corporation was the government-owned entity responsible for managing and operating the Port of Darwin in Australia's Northern Territory before its later lease to private operators.
  • E. Corporación Quiport
    Corporación Quiport is a private consortium responsible for managing and developing airport services and infrastructure in Quito, Ecuador.
  • 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: AD Ports Group
Triple: [Khalifa Port, operator, AD Ports Group]
Generated description
AD Ports Group is a leading United Arab Emirates–based ports, logistics, and maritime services company that develops and operates key trade and industrial hubs across the region.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: AD Ports Group
Target entity description: AD Ports Group is a leading United Arab Emirates–based ports, logistics, and maritime services company that develops and operates key trade and industrial hubs across the region.
  • A. Saudi Ports Authority
    The Saudi Ports Authority is the government agency responsible for overseeing, regulating, and developing Saudi Arabia’s commercial seaports and maritime infrastructure.
  • B. Red Sea Ports Authority
    The Red Sea Ports Authority is an Egyptian governmental body responsible for managing and operating key maritime ports along the Red Sea coast.
  • C. DP World
    DP World is a Dubai-based global logistics and port operator that manages ports, economic zones, and supply chain services across numerous countries.
  • D. Darwin Port Corporation
    Darwin Port Corporation was the government-owned entity responsible for managing and operating the Port of Darwin in Australia's Northern Territory before its later lease to private operators.
  • E. Corporación Quiport
    Corporación Quiport is a private consortium responsible for managing and developing airport services and infrastructure in Quito, Ecuador.
  • 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_69ad857bb4c88190a4cf27893fcabed8 completed March 8, 2026, 2:19 p.m.
NER Named-entity recognition batch_69ada1a86a848190a47ca127cc7e6326 completed March 8, 2026, 4:19 p.m.
NED1 Entity disambiguation (via context triple) batch_69b1f890a21c8190bcb78fe5c9ec6e75 completed March 11, 2026, 11:19 p.m.
NEDg Description generation batch_69b1f9883fa48190b41921bcfbe55e59 completed March 11, 2026, 11:23 p.m.
NED2 Entity disambiguation (via description) batch_69b1f9f759408190a4f2121078fe13cb completed March 11, 2026, 11:25 p.m.
Created at: March 8, 2026, 3:02 p.m.