Triple

T4006944
Position Surface form Disambiguated ID Type / Status
Subject Marrakesh Menara Airport E89547 entity
Predicate IATAcode P418 FINISHED
Object RAK
RAK is the IATA airport code for Marrakesh Menara Airport, the main international gateway serving the city of Marrakesh in Morocco.
 E406513 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: RAK | Statement: [Marrakesh Menara Airport, IATAcode, RAK]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: RAK
Context triple: [Marrakesh Menara Airport, IATAcode, RAK]
  • A. Rakah
    Rakah was an Israeli communist political party known for its strong opposition to Zionism and close alignment with the Soviet Union during the Cold War.
  • B. Raka
    Raka is a renowned Afrikaans narrative poem by N. P. van Wyk Louw that explores themes of civilization, barbarism, and moral conflict through an allegorical tale.
  • C. ROK
    ROK is the stock ticker symbol for Rockwell Automation, a major U.S.-based industrial automation and information technology company.
  • D. ROK
    ROK is the IATA airport code for Rockhampton Airport, a regional airport serving the city of Rockhampton in Queensland, Australia.
  • E. RAJ
    RAJ is the IATA airport code for Rajkot Airport, which serves the city of Rajkot in the Indian state of Gujarat.
  • 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: RAK
Triple: [Marrakesh Menara Airport, IATAcode, RAK]
Generated description
RAK is the IATA airport code for Marrakesh Menara Airport, the main international gateway serving the city of Marrakesh in Morocco.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: RAK
Target entity description: RAK is the IATA airport code for Marrakesh Menara Airport, the main international gateway serving the city of Marrakesh in Morocco.
  • A. Rakah
    Rakah was an Israeli communist political party known for its strong opposition to Zionism and close alignment with the Soviet Union during the Cold War.
  • B. Raka
    Raka is a renowned Afrikaans narrative poem by N. P. van Wyk Louw that explores themes of civilization, barbarism, and moral conflict through an allegorical tale.
  • C. ROK
    ROK is the stock ticker symbol for Rockwell Automation, a major U.S.-based industrial automation and information technology company.
  • D. ROK
    ROK is the IATA airport code for Rockhampton Airport, a regional airport serving the city of Rockhampton in Queensland, Australia.
  • E. RAJ
    RAJ is the IATA airport code for Rajkot Airport, which serves the city of Rajkot in the Indian state of Gujarat.
  • 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_69aed9585e788190bec2d39deba3750f completed March 9, 2026, 2:29 p.m.
NER Named-entity recognition batch_69aefa62d0e081909aaed2978a840734 completed March 9, 2026, 4:50 p.m.
NED1 Entity disambiguation (via context triple) batch_69b54c67eddc819097eff878c860f3d5 completed March 14, 2026, 11:54 a.m.
NEDg Description generation batch_69b54d1898d48190b717a17ad366918d completed March 14, 2026, 11:57 a.m.
NED2 Entity disambiguation (via description) batch_69b54de8dc708190b83978b15aed2e13 completed March 14, 2026, noon
Created at: March 9, 2026, 3:34 p.m.