Triple

T4022221
Position Surface form Disambiguated ID Type / Status
Subject Air Serbia E91304 entity
Predicate IATAcode P418 FINISHED
Object JU
JU is the two-letter IATA airline designator assigned to Air Serbia, the national flag carrier of Serbia.
 E407048 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: JU | Statement: [Air Serbia, IATAcode, JU]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: JU
Context triple: [Air Serbia, IATAcode, JU]
  • A. UJ
    UJ is a major public university in Johannesburg, South Africa, known for its diverse academic programs and strong focus on research and innovation.
  • B. UJE
    UJE is the IATA airport code for the airstrip serving Ujae Atoll in the Marshall Islands.
  • C. Juh
    Juh was a prominent Chiricahua Apache chief and war leader who played a key role in resisting U.S. and Mexican military forces during the Apache Wars.
  • D. Jusos
    Jusos is the youth organization of Germany’s Social Democratic Party (SPD), representing and mobilizing young social democrats in politics and society.
  • E. JL
    JL is the IATA airline designator used for Japan Airlines, the flag carrier of Japan.
  • 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: JU
Triple: [Air Serbia, IATAcode, JU]
Generated description
JU is the two-letter IATA airline designator assigned to Air Serbia, the national flag carrier of Serbia.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: JU
Target entity description: JU is the two-letter IATA airline designator assigned to Air Serbia, the national flag carrier of Serbia.
  • A. UJ
    UJ is a major public university in Johannesburg, South Africa, known for its diverse academic programs and strong focus on research and innovation.
  • B. UJE
    UJE is the IATA airport code for the airstrip serving Ujae Atoll in the Marshall Islands.
  • C. Juh
    Juh was a prominent Chiricahua Apache chief and war leader who played a key role in resisting U.S. and Mexican military forces during the Apache Wars.
  • D. Jusos
    Jusos is the youth organization of Germany’s Social Democratic Party (SPD), representing and mobilizing young social democrats in politics and society.
  • E. JL
    JL is the IATA airline designator used for Japan Airlines, the flag carrier of Japan.
  • 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_69aed9618b04819081750d979d2af098 completed March 9, 2026, 2:29 p.m.
NER Named-entity recognition batch_69aefaccb2f48190a16a1ba6e938da85 completed March 9, 2026, 4:52 p.m.
NED1 Entity disambiguation (via context triple) batch_69b54c7fd474819097766194ca8d165d completed March 14, 2026, 11:54 a.m.
NEDg Description generation batch_69b54dd51ef48190974bb190d32016bc completed March 14, 2026, noon
NED2 Entity disambiguation (via description) batch_69b54e498320819088fea96b83564c69 completed March 14, 2026, 12:02 p.m.
Created at: March 9, 2026, 3:35 p.m.