Triple

T5630718
Position Surface form Disambiguated ID Type / Status
Subject Red Sea Ports Authority E147823 entity
Predicate managesPort P28813 FINISHED
Object Sharm El-Sheikh Port
Sharm El-Sheikh Port is a key Egyptian maritime hub on the Red Sea that serves tourism, passenger ferries, and regional trade for the resort city of Sharm El-Sheikh.
E551527 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: Sharm El-Sheikh Port | Statement: [Red Sea Ports Authority, managesPort, Sharm El-Sheikh Port]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Sharm El-Sheikh Port
Context triple: [Red Sea Ports Authority, managesPort, Sharm El-Sheikh Port]
  • A. 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.
  • B. 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.
  • C. Nuweiba Port
    Nuweiba Port is a key Egyptian maritime gateway on the Gulf of Aqaba, serving passenger ferries and cargo traffic between the Sinai Peninsula and neighboring countries in the Red Sea region.
  • D. 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.
  • E. 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.
  • 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: Sharm El-Sheikh Port
Triple: [Red Sea Ports Authority, managesPort, Sharm El-Sheikh Port]
Generated description
Sharm El-Sheikh Port is a key Egyptian maritime hub on the Red Sea that serves tourism, passenger ferries, and regional trade for the resort city of Sharm El-Sheikh.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Sharm El-Sheikh Port
Target entity description: Sharm El-Sheikh Port is a key Egyptian maritime hub on the Red Sea that serves tourism, passenger ferries, and regional trade for the resort city of Sharm El-Sheikh.
  • A. 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.
  • B. 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.
  • C. Nuweiba Port
    Nuweiba Port is a key Egyptian maritime gateway on the Gulf of Aqaba, serving passenger ferries and cargo traffic between the Sinai Peninsula and neighboring countries in the Red Sea region.
  • D. 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.
  • E. 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.
  • 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_69c0a14696fc819084b668a105118ac2 completed March 23, 2026, 2:11 a.m.
NEDg Description generation batch_69c0a1faf7d48190ad2d5f43ef37da82 completed March 23, 2026, 2:14 a.m.
NED2 Entity disambiguation (via description) batch_69c0a2e17cd88190a54f5166fe5c654a completed March 23, 2026, 2:18 a.m.
Created at: March 22, 2026, 3:40 p.m.