Triple

T1446263
Position Surface form Disambiguated ID Type / Status
Subject Trafficking Victims Protection Act E31183 entity
Predicate hasAmendment P5571 FINISHED
Object William Wilberforce Trafficking Victims Protection Reauthorization Act of 2008
The William Wilberforce Trafficking Victims Protection Reauthorization Act of 2008 is a U.S. federal law that strengthened and expanded measures to prevent human trafficking, protect victims (especially children), and enhance prosecution of traffickers.
E31183 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: William Wilberforce Trafficking Victims Protection Reauthorization Act of 2008 | Statement: [Trafficking Victims Protection Act, hasAmendment, William Wilberforce Trafficking Victims Protection Reauthorization Act of 2008]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: William Wilberforce Trafficking Victims Protection Reauthorization Act of 2008
Context triple: [Trafficking Victims Protection Act, hasAmendment, William Wilberforce Trafficking Victims Protection Reauthorization Act of 2008]
  • A. Trafficking Victims Protection Act
    The Trafficking Victims Protection Act is a key U.S. federal law that defines and criminalizes human trafficking, enhances penalties for traffickers, and provides protections and assistance for trafficking victims.
  • B. William Wilberforce
    William Wilberforce was a British politician, philanthropist, and leading figure in the movement to abolish the transatlantic slave trade and slavery in the British Empire.
  • C. Slave Trade Act 1824
    The Slave Trade Act 1824 was a British law that strengthened and expanded earlier legislation against the transatlantic slave trade by increasing penalties and enforcement measures to suppress it more effectively.
  • D. Slave Trade Act 1807
    The Slave Trade Act 1807 was a landmark British law that made the transatlantic slave trade illegal throughout the British Empire, marking a major victory for the abolitionist movement.
  • E. Anti-Slavery Office
    The Anti-Slavery Office was an abolitionist organization’s headquarters and publishing center that produced influential antislavery literature and supported the broader campaign against slavery in the United States.
  • 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: William Wilberforce Trafficking Victims Protection Reauthorization Act of 2008
Triple: [Trafficking Victims Protection Act, hasAmendment, William Wilberforce Trafficking Victims Protection Reauthorization Act of 2008]
Generated description
The William Wilberforce Trafficking Victims Protection Reauthorization Act of 2008 is a U.S. federal law that strengthened and expanded measures to prevent human trafficking, protect victims (especially children), and enhance prosecution of traffickers.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: William Wilberforce Trafficking Victims Protection Reauthorization Act of 2008
Target entity description: The William Wilberforce Trafficking Victims Protection Reauthorization Act of 2008 is a U.S. federal law that strengthened and expanded measures to prevent human trafficking, protect victims (especially children), and enhance prosecution of traffickers.
  • A. Trafficking Victims Protection Act chosen
    The Trafficking Victims Protection Act is a key U.S. federal law that defines and criminalizes human trafficking, enhances penalties for traffickers, and provides protections and assistance for trafficking victims.
  • B. William Wilberforce
    William Wilberforce was a British politician, philanthropist, and leading figure in the movement to abolish the transatlantic slave trade and slavery in the British Empire.
  • C. Slave Trade Act 1824
    The Slave Trade Act 1824 was a British law that strengthened and expanded earlier legislation against the transatlantic slave trade by increasing penalties and enforcement measures to suppress it more effectively.
  • D. Slave Trade Act 1807
    The Slave Trade Act 1807 was a landmark British law that made the transatlantic slave trade illegal throughout the British Empire, marking a major victory for the abolitionist movement.
  • E. Anti-Slavery Office
    The Anti-Slavery Office was an abolitionist organization’s headquarters and publishing center that produced influential antislavery literature and supported the broader campaign against slavery in the United States.
  • 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_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.