Triple

T3237514
Position Surface form Disambiguated ID Type / Status
Subject The Pearl-Qatar E67889 entity
Predicate hasDistrict P459 FINISHED
Object Porto Arabia
Porto Arabia is a luxury waterfront residential and retail district in Doha, Qatar, known for its marina, upscale apartments, and promenade within The Pearl-Qatar development.
E340371 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: Porto Arabia | Statement: [The Pearl-Qatar, hasDistrict, Porto Arabia]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Porto Arabia
Context triple: [The Pearl-Qatar, hasDistrict, Porto Arabia]
  • A. Port Fuad
    Port Fuad is an Egyptian port city located on the northeastern tip of the Suez Canal, opposite Port Said, serving as a strategic maritime and industrial hub.
  • B. Port of Muscat
    The Port of Muscat is a historic harbor in Oman’s capital that has long served as a key maritime gateway for regional trade and cultural exchange along the Arabian Sea.
  • C. Port of Sohar
    The Port of Sohar is a major deep-sea industrial and commercial port in northern Oman that serves as a key regional hub for shipping, logistics, and heavy industries.
  • D. Port of Aden
    The Port of Aden is a major natural harbor and commercial seaport in Yemen, strategically located near the entrance to the Red Sea along key international shipping routes.
  • E. Port of Tadjoura
    The Port of Tadjoura is a key maritime facility in Djibouti that serves as an export and import hub, particularly for Ethiopian goods, on the Gulf of Tadjoura.
  • 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: Porto Arabia
Triple: [The Pearl-Qatar, hasDistrict, Porto Arabia]
Generated description
Porto Arabia is a luxury waterfront residential and retail district in Doha, Qatar, known for its marina, upscale apartments, and promenade within The Pearl-Qatar development.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Porto Arabia
Target entity description: Porto Arabia is a luxury waterfront residential and retail district in Doha, Qatar, known for its marina, upscale apartments, and promenade within The Pearl-Qatar development.
  • A. Port Fuad
    Port Fuad is an Egyptian port city located on the northeastern tip of the Suez Canal, opposite Port Said, serving as a strategic maritime and industrial hub.
  • B. Port of Muscat
    The Port of Muscat is a historic harbor in Oman’s capital that has long served as a key maritime gateway for regional trade and cultural exchange along the Arabian Sea.
  • C. Port of Sohar
    The Port of Sohar is a major deep-sea industrial and commercial port in northern Oman that serves as a key regional hub for shipping, logistics, and heavy industries.
  • D. Port of Aden
    The Port of Aden is a major natural harbor and commercial seaport in Yemen, strategically located near the entrance to the Red Sea along key international shipping routes.
  • E. Port of Tadjoura
    The Port of Tadjoura is a key maritime facility in Djibouti that serves as an export and import hub, particularly for Ethiopian goods, on the Gulf of Tadjoura.
  • 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_69ad858d27348190abb61c280b4c86a9 completed March 8, 2026, 2:19 p.m.
NER Named-entity recognition batch_69adaef29bf48190a9aa3a39f0138428 completed March 8, 2026, 5:16 p.m.
NED1 Entity disambiguation (via context triple) batch_69b2774a97c481908be820bc5ddf786d completed March 12, 2026, 8:20 a.m.
NEDg Description generation batch_69b2780e41e0819080ddb26668f32838 completed March 12, 2026, 8:23 a.m.
NED2 Entity disambiguation (via description) batch_69b27bd238a48190b9d13ee8a8bc955d completed March 12, 2026, 8:39 a.m.
Created at: March 8, 2026, 3:08 p.m.