Triple

T13270855
Position Surface form Disambiguated ID Type / Status
Subject Transcontinental Air Transport E316050 entity
Predicate alsoKnownAs P39 FINISHED
Object TAT
TAT, short for Transcontinental Air Transport, was an early American airline that pioneered coast-to-coast passenger service in the late 1920s by combining rail and air travel.
E1031598 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: TAT | Statement: [Transcontinental Air Transport, alsoKnownAs, TAT]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: TAT
Context triple: [Transcontinental Air Transport, alsoKnownAs, TAT]
  • A. TAT
    TAT is the National Rail station code for Tattenham Corner railway station in Surrey, England.
  • B. TATN
    TATN is the stock ticker symbol for Tatneft, a major Russian oil and gas company.
  • C. Tats
    The Tats are an Iranian-speaking ethnic group of the eastern Caucasus, primarily living in parts of Azerbaijan and southern Dagestan, with a distinct language and cultural traditions.
  • D. TAD
    TAD is the OECD’s Trade and Agriculture Directorate, which develops international policies and analysis on global trade, agriculture, and related economic issues.
  • E. TAD
    TAD is an acronym commonly used to refer to a Tax Allocation District, a designated area where future tax revenues are used to finance redevelopment and public improvements.
  • 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: TAT
Triple: [Transcontinental Air Transport, alsoKnownAs, TAT]
Generated description
TAT, short for Transcontinental Air Transport, was an early American airline that pioneered coast-to-coast passenger service in the late 1920s by combining rail and air travel.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: TAT
Target entity description: TAT, short for Transcontinental Air Transport, was an early American airline that pioneered coast-to-coast passenger service in the late 1920s by combining rail and air travel.
  • A. TAT
    TAT is the National Rail station code for Tattenham Corner railway station in Surrey, England.
  • B. TATN
    TATN is the stock ticker symbol for Tatneft, a major Russian oil and gas company.
  • C. Tats
    The Tats are an Iranian-speaking ethnic group of the eastern Caucasus, primarily living in parts of Azerbaijan and southern Dagestan, with a distinct language and cultural traditions.
  • D. TAD
    TAD is the OECD’s Trade and Agriculture Directorate, which develops international policies and analysis on global trade, agriculture, and related economic issues.
  • E. TAD
    TAD is an acronym commonly used to refer to a Tax Allocation District, a designated area where future tax revenues are used to finance redevelopment and public improvements.
  • 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_69d806b1d9ac8190852c5571d5bd5f0f completed April 9, 2026, 8:06 p.m.
NER Named-entity recognition batch_69d99020f710819094c2618662bdc7fd completed April 11, 2026, 12:04 a.m.
NED1 Entity disambiguation (via context triple) batch_69f70a4e98888190af5cb857b2437f09 completed May 3, 2026, 8:41 a.m.
NEDg Description generation batch_69f70aec0e4481909f6ea77136f2e970 completed May 3, 2026, 8:44 a.m.
NED2 Entity disambiguation (via description) batch_69f70bcb8b60819087afe37a3919d26b completed May 3, 2026, 8:48 a.m.
Created at: April 9, 2026, 9:26 p.m.