Triple

T10413824
Position Surface form Disambiguated ID Type / Status
Subject TAP Miles&Go Gold E245462 entity
Predicate partOfProgram P2543 FINISHED
Object TAP Miles&Go
TAP Miles&Go is TAP Air Portugal’s frequent flyer program, allowing members to earn and redeem miles for flights, upgrades, and other travel-related benefits.
E862156 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: TAP Miles&Go | Statement: [TAP Miles&Go Gold, partOfProgram, TAP Miles&Go]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: TAP Miles&Go
Context triple: [TAP Miles&Go Gold, partOfProgram, TAP Miles&Go]
  • A. TAP Miles&Go Gold
    TAP Miles&Go Gold is TAP Air Portugal’s mid-tier frequent flyer status that grants Star Alliance Gold benefits such as priority services, extra baggage, and lounge access across the alliance network.
  • B. Miles & More
    Miles & More is Lufthansa’s loyalty program that rewards frequent travelers with miles redeemable for flights, upgrades, and other travel-related benefits across partner airlines and services.
  • C. HawaiianMiles
    HawaiianMiles is the frequent-flyer loyalty program of Hawaiian Airlines, allowing members to earn and redeem miles for flights, upgrades, and other travel rewards.
  • D. TAP Express
    TAP Express is a regional airline brand operating feeder and short-haul services on behalf of TAP Air Portugal.
  • E. Avios
    Avios is a travel rewards currency used by several major airlines and loyalty programs, allowing members to earn and redeem points for flights and related travel benefits.
  • 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: TAP Miles&Go
Triple: [TAP Miles&Go Gold, partOfProgram, TAP Miles&Go]
Generated description
TAP Miles&Go is TAP Air Portugal’s frequent flyer program, allowing members to earn and redeem miles for flights, upgrades, and other travel-related benefits.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: TAP Miles&Go
Target entity description: TAP Miles&Go is TAP Air Portugal’s frequent flyer program, allowing members to earn and redeem miles for flights, upgrades, and other travel-related benefits.
  • A. TAP Miles&Go Gold
    TAP Miles&Go Gold is TAP Air Portugal’s mid-tier frequent flyer status that grants Star Alliance Gold benefits such as priority services, extra baggage, and lounge access across the alliance network.
  • B. Miles & More
    Miles & More is Lufthansa’s loyalty program that rewards frequent travelers with miles redeemable for flights, upgrades, and other travel-related benefits across partner airlines and services.
  • C. HawaiianMiles
    HawaiianMiles is the frequent-flyer loyalty program of Hawaiian Airlines, allowing members to earn and redeem miles for flights, upgrades, and other travel rewards.
  • D. TAP Express
    TAP Express is a regional airline brand operating feeder and short-haul services on behalf of TAP Air Portugal.
  • E. Avios
    Avios is a travel rewards currency used by several major airlines and loyalty programs, allowing members to earn and redeem points for flights and related travel benefits.
  • 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_69d381be340c8190b05998703d42d224 completed April 6, 2026, 9:49 a.m.
NER Named-entity recognition batch_69d4ea0ec6fc8190a71af759226a3cba completed April 7, 2026, 11:27 a.m.
NED1 Entity disambiguation (via context triple) batch_69d7fc043074819083d219ec1c40f931 completed April 9, 2026, 7:20 p.m.
NEDg Description generation batch_69d822d6a0188190a7ee6de5aab50486 completed April 9, 2026, 10:06 p.m.
NED2 Entity disambiguation (via description) batch_69d859e40bf88190a6dc8deed3049d31 completed April 10, 2026, 2:01 a.m.
Created at: April 6, 2026, 12:10 p.m.