Triple

T5630716
Position Surface form Disambiguated ID Type / Status
Subject Red Sea Ports Authority E147823 entity
Predicate managesPort P28813 FINISHED
Object Hurghada Port
Hurghada Port is a major Egyptian maritime hub on the Red Sea, serving passenger ferries, tourism, and regional trade for the resort city of Hurghada.
E542956 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: Hurghada Port | Statement: [Red Sea Ports Authority, managesPort, Hurghada Port]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Hurghada Port
Context triple: [Red Sea Ports Authority, managesPort, Hurghada Port]
  • A. Khalifa Port
    Khalifa Port is a major deep-water commercial seaport in the Emirate of Abu Dhabi, United Arab Emirates, serving as a key regional hub for container and cargo trade.
  • B. Arish Port
    Arish Port is a coastal seaport on the Mediterranean in Egypt’s North Sinai region, serving as a key hub for regional trade and maritime activities.
  • C. Port of Aqaba
    The Port of Aqaba is Jordan’s only seaport and a key Red Sea maritime hub for the country’s trade and naval operations.
  • D. Khor al-Zubair Port
    Khor al-Zubair Port is a major commercial seaport in southern Iraq that serves as one of the key maritime gateways for the Basra region’s industrial and petrochemical exports.
  • E. Sharm El Sheikh
    Sharm El Sheikh is a popular Egyptian resort city on the southern tip of the Sinai Peninsula, known for its Red Sea beaches, coral reefs, and diving.
  • 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: Hurghada Port
Triple: [Red Sea Ports Authority, managesPort, Hurghada Port]
Generated description
Hurghada Port is a major Egyptian maritime hub on the Red Sea, serving passenger ferries, tourism, and regional trade for the resort city of Hurghada.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Hurghada Port
Target entity description: Hurghada Port is a major Egyptian maritime hub on the Red Sea, serving passenger ferries, tourism, and regional trade for the resort city of Hurghada.
  • A. Khalifa Port
    Khalifa Port is a major deep-water commercial seaport in the Emirate of Abu Dhabi, United Arab Emirates, serving as a key regional hub for container and cargo trade.
  • B. Arish Port
    Arish Port is a coastal seaport on the Mediterranean in Egypt’s North Sinai region, serving as a key hub for regional trade and maritime activities.
  • C. Port of Aqaba
    The Port of Aqaba is Jordan’s only seaport and a key Red Sea maritime hub for the country’s trade and naval operations.
  • D. Khor al-Zubair Port
    Khor al-Zubair Port is a major commercial seaport in southern Iraq that serves as one of the key maritime gateways for the Basra region’s industrial and petrochemical exports.
  • E. Sharm El Sheikh
    Sharm El Sheikh is a popular Egyptian resort city on the southern tip of the Sinai Peninsula, known for its Red Sea beaches, coral reefs, and diving.
  • 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_69c00907bc8881909ed760d3ed73ef35 completed March 22, 2026, 3:21 p.m.
NER Named-entity recognition batch_69c0225cdcdc819095034f12c39ef755 completed March 22, 2026, 5:09 p.m.
NED1 Entity disambiguation (via context triple) batch_69c07da656f8819083fa9fc63f2ec4a5 completed March 22, 2026, 11:39 p.m.
NEDg Description generation batch_69c08bb824988190902e422b7c468c8f completed March 23, 2026, 12:39 a.m.
NED2 Entity disambiguation (via description) batch_69c08c6d1a788190acb7651a1f144d9d completed March 23, 2026, 12:42 a.m.
Created at: March 22, 2026, 3:40 p.m.