Triple

T801683
Position Surface form Disambiguated ID Type / Status
Subject Transportation Security Administration E17140 entity
Predicate usesProgram P6928 FINISHED
Object Secure Flight
Secure Flight is a U.S. government passenger prescreening program that compares airline traveler information against federal watch lists to enhance aviation security and reduce misidentifications.
E95474 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: Secure Flight | Statement: [Transportation Security Administration, usesProgram, Secure Flight]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Secure Flight
Context triple: [Transportation Security Administration, usesProgram, Secure Flight]
  • A. Flightplan
    Flightplan is a 2005 psychological thriller film starring Jodie Foster as a mother whose daughter mysteriously disappears during a transatlantic flight.
  • B. Freedom Flights
    Freedom Flights were a major U.S.-organized airlift program from 1965 to 1973 that enabled hundreds of thousands of Cubans to leave Castro’s Cuba and resettle in the United States, profoundly shaping the Cuban American community.
  • C. FlyAway
    FlyAway is a shuttle bus service that provides direct transportation between Los Angeles International Airport (LAX) and various locations in the Los Angeles area.
  • D. Flying Blue
    Flying Blue is the joint frequent flyer loyalty program of Air France–KLM and partner airlines, offering members miles, elite status levels, and travel-related rewards.
  • E. Flight
    Flight is a 2012 American drama film directed by Robert Zemeckis, centered on an airline pilot whose heroic emergency landing leads to a harrowing investigation into his personal struggles with addiction.
  • 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: Secure Flight
Triple: [Transportation Security Administration, usesProgram, Secure Flight]
Generated description
Secure Flight is a U.S. government passenger prescreening program that compares airline traveler information against federal watch lists to enhance aviation security and reduce misidentifications.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Secure Flight
Target entity description: Secure Flight is a U.S. government passenger prescreening program that compares airline traveler information against federal watch lists to enhance aviation security and reduce misidentifications.
  • A. Flightplan
    Flightplan is a 2005 psychological thriller film starring Jodie Foster as a mother whose daughter mysteriously disappears during a transatlantic flight.
  • B. Freedom Flights
    Freedom Flights were a major U.S.-organized airlift program from 1965 to 1973 that enabled hundreds of thousands of Cubans to leave Castro’s Cuba and resettle in the United States, profoundly shaping the Cuban American community.
  • C. FlyAway
    FlyAway is a shuttle bus service that provides direct transportation between Los Angeles International Airport (LAX) and various locations in the Los Angeles area.
  • D. Flying Blue
    Flying Blue is the joint frequent flyer loyalty program of Air France–KLM and partner airlines, offering members miles, elite status levels, and travel-related rewards.
  • E. Flight
    Flight is a 2012 American drama film directed by Robert Zemeckis, centered on an airline pilot whose heroic emergency landing leads to a harrowing investigation into his personal struggles with addiction.
  • 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_69a49378b9c48190adbf5f62e5b7aca1 completed March 1, 2026, 7:28 p.m.
NER Named-entity recognition batch_69a4a7cd6b98819080898934552a72f9 completed March 1, 2026, 8:55 p.m.
NED1 Entity disambiguation (via context triple) batch_69a68924e1048190ba60034c8b8b3b9e completed March 3, 2026, 7:09 a.m.
NEDg Description generation batch_69a68a0f581c8190bdb2a9bda9bce1fa completed March 3, 2026, 7:13 a.m.
NED2 Entity disambiguation (via description) batch_69a6d6042aac8190ba0b092c4b3df66e completed March 3, 2026, 12:37 p.m.
Created at: March 1, 2026, 7:38 p.m.