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.