Triple

T19424128
Position Surface form Disambiguated ID Type / Status
Subject Qatar National Library E485934 entity
Predicate alsoKnownAs P39 FINISHED
Object QNL
QNL is Qatar’s national library and cultural institution that preserves the country’s heritage while providing access to a vast collection of books, digital resources, and research services.
 E1375607 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: QNL | Statement: [Qatar National Library, alsoKnownAs, QNL]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: QNL
Context triple: [Qatar National Library, alsoKnownAs, QNL]
  • A. QLP
    QLP is the commonly used abbreviation for the Quebec Liberal Party, a major provincial political party in Quebec, Canada.
  • B. QN
    QN is the station code identifying Quinta Normal station in the Santiago Metro system.
  • C. QNS&L
    QNS&L is a Canadian heavy freight railway serving the Quebec North Shore and Labrador region, primarily transporting iron ore from remote mining operations to coastal ports.
  • D. QF
    QF is a "qualifying facility" under the U.S. Public Utility Regulatory Policies Act (PURPA), typically a small power producer or cogeneration plant that meets specific efficiency and fuel-use standards to receive certain regulatory benefits.
  • E. QF
    QF is the IATA airline designator used for Qantas, the flag carrier of Australia.
  • 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: QNL
Triple: [Qatar National Library, alsoKnownAs, QNL]
Generated description
QNL is Qatar’s national library and cultural institution that preserves the country’s heritage while providing access to a vast collection of books, digital resources, and research services.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: QNL
Target entity description: QNL is Qatar’s national library and cultural institution that preserves the country’s heritage while providing access to a vast collection of books, digital resources, and research services.
  • A. QLP
    QLP is the commonly used abbreviation for the Quebec Liberal Party, a major provincial political party in Quebec, Canada.
  • B. QN
    QN is the station code identifying Quinta Normal station in the Santiago Metro system.
  • C. QNS&L
    QNS&L is a Canadian heavy freight railway serving the Quebec North Shore and Labrador region, primarily transporting iron ore from remote mining operations to coastal ports.
  • D. QF
    QF is a "qualifying facility" under the U.S. Public Utility Regulatory Policies Act (PURPA), typically a small power producer or cogeneration plant that meets specific efficiency and fuel-use standards to receive certain regulatory benefits.
  • E. QF
    QF is the IATA airline designator used for Qantas, the flag carrier of Australia.
  • 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_69d8e8d688f881909c85104a62e09d8a completed April 10, 2026, 12:11 p.m.
NER Named-entity recognition batch_69e63217bd2c81909e216e13aa4c487d completed April 20, 2026, 2:03 p.m.
NED1 Entity disambiguation (via context triple) batch_6a0733d40a648190b934f5dfc7b5d44f completed May 15, 2026, 2:55 p.m.
NEDg Description generation batch_6a07352d07a48190b29bfd46c7c93f30 completed May 15, 2026, 3:01 p.m.
NED2 Entity disambiguation (via description) batch_6a0735b445388190a588f6eeaf49e1b7 completed May 15, 2026, 3:03 p.m.
Created at: April 10, 2026, 1:37 p.m.