Triple

T17449917
Position Surface form Disambiguated ID Type / Status
Subject DHS Traveler Redress Inquiry Program E424887 entity
Predicate abbreviation P43 FINISHED
Object DHS TRIP
DHS TRIP is a U.S. Department of Homeland Security program that provides a single, centralized process for travelers to seek redress and resolve issues related to watch lists, screening errors, or misidentification during security checks.
 E652651 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: DHS TRIP | Statement: [DHS Traveler Redress Inquiry Program, abbreviation, DHS TRIP]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: DHS TRIP
Context triple: [DHS Traveler Redress Inquiry Program, abbreviation, DHS TRIP]
  • A. DHS
    DHS (the U.S. Department of Homeland Security) is a federal executive department responsible for public security, including counterterrorism, border security, immigration enforcement, cybersecurity, and disaster response.
  • B. DHS
    DHS is the District of Columbia’s government agency responsible for providing social services and public assistance programs to residents in need.
  • C. DHS
    DHS is a public high school located in Darien, Connecticut, known for its strong academic programs and competitive athletics.
  • D. DHS
    DHS is the Maryland Department of Human Services, the state agency responsible for providing social services and assistance programs to Maryland residents.
  • E. DHS
    DHS is the commonly used acronym for the Oregon Department of Human Services, the state agency responsible for providing a wide range of social and support services to Oregonians.
  • 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: DHS TRIP
Triple: [DHS Traveler Redress Inquiry Program, abbreviation, DHS TRIP]
Generated description
DHS TRIP is a U.S. Department of Homeland Security program that provides a single, centralized process for travelers to seek redress and resolve issues related to watch lists, screening errors, or misidentification during security checks.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: DHS TRIP
Target entity description: DHS TRIP is a U.S. Department of Homeland Security program that provides a single, centralized process for travelers to seek redress and resolve issues related to watch lists, screening errors, or misidentification during security checks.
  • A. DHS chosen
    DHS (the U.S. Department of Homeland Security) is a federal executive department responsible for public security, including counterterrorism, border security, immigration enforcement, cybersecurity, and disaster response.
  • B. DHS
    DHS is the District of Columbia’s government agency responsible for providing social services and public assistance programs to residents in need.
  • C. DHS
    DHS is a public high school located in Darien, Connecticut, known for its strong academic programs and competitive athletics.
  • D. DHS
    DHS is the Maryland Department of Human Services, the state agency responsible for providing social services and assistance programs to Maryland residents.
  • E. DHS
    DHS is the commonly used acronym for the Oregon Department of Human Services, the state agency responsible for providing a wide range of social and support services to Oregonians.
  • F. None of above.

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_69d889db0ba481908402409af3b37917 completed April 10, 2026, 5:25 a.m.
NER Named-entity recognition batch_69e4513d00f48190802a3bdc8c8f4db5 completed April 19, 2026, 3:51 a.m.
NED1 Entity disambiguation (via context triple) batch_6a01affcfcc88190b3dcb6b267946919 completed May 11, 2026, 10:31 a.m.
NEDg Description generation batch_6a01b164864481909673d9351bb7f817 completed May 11, 2026, 10:37 a.m.
NED2 Entity disambiguation (via description) batch_6a01b251040c8190a1d030cb55e4f052 completed May 11, 2026, 10:41 a.m.
Created at: April 10, 2026, 5:47 a.m.