Triple

T11945727
Position Surface form Disambiguated ID Type / Status
Subject Hattiesburg–Laurel Regional Airport E284292 entity
Predicate IATA code P2569 FINISHED
Object PIB
PIB is the three-letter IATA airport code for Hattiesburg–Laurel Regional Airport in Mississippi, United States.
 E955847 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: PIB | Statement: [Hattiesburg–Laurel Regional Airport, IATA code, PIB]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: PIB
Context triple: [Hattiesburg–Laurel Regional Airport, IATA code, PIB]
  • A. Gross Domestic Product
    Gross Domestic Product (GDP) is a key economic indicator that measures the total monetary value of all final goods and services produced within a country's borders over a specific period.
  • B. GDP deflator
    The GDP deflator is a broad measure of overall price inflation in an economy, capturing the change in prices of all domestically produced final goods and services included in GDP.
  • C. Unidad de Crédito Público
    La Unidad de Crédito Público es el área especializada del gobierno federal mexicano encargada de diseñar, coordinar y gestionar la política de endeudamiento y financiamiento público interno y externo del país.
  • D. PI
    PI is a leading independent research institute in Waterloo, Canada, dedicated to advancing fundamental theoretical physics and fostering scientific collaboration and education.
  • E. PI
    PI is the vehicle registration code used on license plates for the district of Pinneberg in the German state of Schleswig-Holstein.
  • 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: PIB
Triple: [Hattiesburg–Laurel Regional Airport, IATA code, PIB]
Generated description
PIB is the three-letter IATA airport code for Hattiesburg–Laurel Regional Airport in Mississippi, United States.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: PIB
Target entity description: PIB is the three-letter IATA airport code for Hattiesburg–Laurel Regional Airport in Mississippi, United States.
  • A. Gross Domestic Product
    Gross Domestic Product (GDP) is a key economic indicator that measures the total monetary value of all final goods and services produced within a country's borders over a specific period.
  • B. GDP deflator
    The GDP deflator is a broad measure of overall price inflation in an economy, capturing the change in prices of all domestically produced final goods and services included in GDP.
  • C. Unidad de Crédito Público
    La Unidad de Crédito Público es el área especializada del gobierno federal mexicano encargada de diseñar, coordinar y gestionar la política de endeudamiento y financiamiento público interno y externo del país.
  • D. PI
    PI is a leading independent research institute in Waterloo, Canada, dedicated to advancing fundamental theoretical physics and fostering scientific collaboration and education.
  • E. PI
    PI is the vehicle registration code used on license plates for the district of Pinneberg in the German state of Schleswig-Holstein.
  • 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_69d6ab2db38c8190b1f0ed6663ef8ada completed April 8, 2026, 7:23 p.m.
NER Named-entity recognition batch_69d903456ec0819082b8b10755a6b732 completed April 10, 2026, 2:03 p.m.
NED1 Entity disambiguation (via context triple) batch_69f458cbb08881909a71f0592c9231ae completed May 1, 2026, 7:39 a.m.
NEDg Description generation batch_69f4645a7038819089d7533715f8a430 completed May 1, 2026, 8:29 a.m.
NED2 Entity disambiguation (via description) batch_69f4664ff9608190b23e29b3e5c1c326 completed May 1, 2026, 8:37 a.m.
Created at: April 8, 2026, 9:45 p.m.