Triple

T1446221
Position Surface form Disambiguated ID Type / Status
Subject Trafficking Victims Protection Act E31183 entity
Predicate shortName P43 FINISHED
Object TVPA
TVPA is the commonly used abbreviation for the Trafficking Victims Protection Act, a key U.S. federal law aimed at preventing human trafficking, protecting victims, and prosecuting traffickers.
E165728 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: TVPA | Statement: [Trafficking Victims Protection Act, shortName, TVPA]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: TVPA
Context triple: [Trafficking Victims Protection Act, shortName, TVPA]
  • A. TVF
    TVF is the ICAO airline designator used for Transavia France, a French low-cost carrier.
  • B. .tv
    .tv is the country-code top-level domain originally assigned to Tuvalu that has become popular worldwide for websites related to television and video content.
  • C. TPA
    TPA is an abbreviation commonly used for a Tri-Party Agreement, a legal contract involving three separate parties that defines their respective rights and obligations.
  • D. TPA
    TPA is the three-letter IATA airport code for Tampa International Airport, a major commercial airport serving the Tampa Bay area in Florida, USA.
  • E. KTPA
    KTPA is the ICAO airport code for Tampa International Airport, a major commercial aviation hub serving the Tampa Bay area in Florida, USA.
  • 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: TVPA
Triple: [Trafficking Victims Protection Act, shortName, TVPA]
Generated description
TVPA is the commonly used abbreviation for the Trafficking Victims Protection Act, a key U.S. federal law aimed at preventing human trafficking, protecting victims, and prosecuting traffickers.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: TVPA
Target entity description: TVPA is the commonly used abbreviation for the Trafficking Victims Protection Act, a key U.S. federal law aimed at preventing human trafficking, protecting victims, and prosecuting traffickers.
  • A. TVF
    TVF is the ICAO airline designator used for Transavia France, a French low-cost carrier.
  • B. .tv
    .tv is the country-code top-level domain originally assigned to Tuvalu that has become popular worldwide for websites related to television and video content.
  • C. TPA
    TPA is the three-letter IATA airport code for Tampa International Airport, a major commercial airport serving the Tampa Bay area in Florida, USA.
  • D. TPA
    TPA is an abbreviation commonly used for a Tri-Party Agreement, a legal contract involving three separate parties that defines their respective rights and obligations.
  • E. KTPA
    KTPA is the ICAO airport code for Tampa International Airport, a major commercial aviation hub serving the Tampa Bay area in Florida, USA.
  • 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_69a4991633388190a4d61b5a98aa407a completed March 1, 2026, 7:52 p.m.
NER Named-entity recognition batch_69a4c558e0e081909802753872374d7b completed March 1, 2026, 11:01 p.m.
NED1 Entity disambiguation (via context triple) batch_69ad08c046b08190a448ba2549dc5e00 completed March 8, 2026, 5:27 a.m.
NEDg Description generation batch_69ad09ec3b388190b492e8959a3617c9 completed March 8, 2026, 5:32 a.m.
NED2 Entity disambiguation (via description) batch_69ad0aefb1c88190a368d68454a0b9d0 completed March 8, 2026, 5:36 a.m.
Created at: March 1, 2026, 8 p.m.