Triple

T21825819
Position Surface form Disambiguated ID Type / Status
Subject University of Limpopo E538851 entity
Predicate abbreviation P43 FINISHED
Object UL
UL is a South African public university known as the University of Limpopo, located in the Limpopo province and focused on higher education and research, particularly serving rural and underserved communities.
 E1503899 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: UL | Statement: [University of Limpopo, abbreviation, UL]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: UL
Context triple: [University of Limpopo, abbreviation, UL]
  • A. UL
    UL is the New York Stock Exchange ticker symbol for Unilever, a major multinational consumer goods company known for its food, personal care, and household products.
  • B. UL
    UL is the vehicle registration code for the district that includes the municipality of Lauterach in Austria.
  • C. UL
    UL is the commonly used abbreviation for Université de Lorraine, a French public university known for its wide range of academic and research programs.
  • D. UL
    UL is the Undergraduate Library at the University of North Carolina at Chapel Hill, a central campus hub for student study spaces, resources, and academic support services.
  • E. UL
    UL is the vehicle registration code used on license plates for the city of Ulm in Germany.
  • 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: UL
Triple: [University of Limpopo, abbreviation, UL]
Generated description
UL is a South African public university known as the University of Limpopo, located in the Limpopo province and focused on higher education and research, particularly serving rural and underserved communities.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: UL
Target entity description: UL is a South African public university known as the University of Limpopo, located in the Limpopo province and focused on higher education and research, particularly serving rural and underserved communities.
  • A. UL
    UL is the commonly used abbreviation for Université de Lorraine, a French public university known for its wide range of academic and research programs.
  • B. UL
    UL is the Undergraduate Library at the University of North Carolina at Chapel Hill, a central campus hub for student study spaces, resources, and academic support services.
  • C. UL
    UL is the vehicle registration code used on license plates for the city of Ulm in Germany.
  • D. UL
    UL is the two-letter IATA airline designator assigned to SriLankan Airlines, the flag carrier of Sri Lanka.
  • E. UL
    UL is the vehicle registration code for the district that includes the municipality of Lauterach in Austria.
  • 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_69e0c475038c8190abb9b1a20eb8ff50 completed April 16, 2026, 11:13 a.m.
NER Named-entity recognition batch_69f09131a5588190a906f70dd9e7f0b1 completed April 28, 2026, 10:51 a.m.
NED1 Entity disambiguation (via context triple) batch_6a0a45e50d548190aaf4ac0bf6fcd028 completed May 17, 2026, 10:49 p.m.
NEDg Description generation batch_6a0a478555f48190a5dec30d212817fa completed May 17, 2026, 10:56 p.m.
NED2 Entity disambiguation (via description) batch_6a0a4816a85c8190b086b93851ddd11c completed May 17, 2026, 10:58 p.m.
Created at: April 16, 2026, 6:54 p.m.