Triple
T2724581
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Biden administration |
E60160
|
entity |
| Predicate | legislationSigned |
P30152
|
FINISHED |
| Object |
PACT Act
The PACT Act is a U.S. law that expands healthcare and benefits for veterans exposed to burn pits and other toxic substances during their military service.
|
E292434
|
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: PACT Act | Statement: [Biden administration, legislationSigned, PACT Act]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: PACT Act Context triple: [Biden administration, legislationSigned, PACT Act]
-
A.
PROTECT Act
The PROTECT Act is a U.S. federal law aimed primarily at strengthening protections for children against sexual exploitation, abuse, and abduction, including tougher penalties for related offenses.
-
B.
Evarts Act
The Evarts Act was a landmark 1891 U.S. federal law that created the United States courts of appeals, significantly restructuring the federal judiciary and easing the Supreme Court’s caseload.
-
C.
Shepard–Byrd Act
The Shepard–Byrd Act is a U.S. federal hate-crime law that expanded protections to include crimes motivated by a victim’s actual or perceived gender, sexual orientation, gender identity, or disability.
-
D.
21st Century Cures Act
The 21st Century Cures Act is a U.S. federal law enacted in 2016 that accelerates medical product development and innovation, expands funding for biomedical research and mental health services, and modernizes the regulation of drugs and medical devices.
-
E.
Aldrich–Vreeland Act
The Aldrich–Vreeland Act was a 1908 U.S. law that created emergency currency provisions and laid groundwork for banking reform in response to the Panic of 1907.
- 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: PACT Act Triple: [Biden administration, legislationSigned, PACT Act]
Generated description
The PACT Act is a U.S. law that expands healthcare and benefits for veterans exposed to burn pits and other toxic substances during their military service.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: PACT Act Target entity description: The PACT Act is a U.S. law that expands healthcare and benefits for veterans exposed to burn pits and other toxic substances during their military service.
-
A.
PROTECT Act
The PROTECT Act is a U.S. federal law aimed primarily at strengthening protections for children against sexual exploitation, abuse, and abduction, including tougher penalties for related offenses.
-
B.
Evarts Act
The Evarts Act was a landmark 1891 U.S. federal law that created the United States courts of appeals, significantly restructuring the federal judiciary and easing the Supreme Court’s caseload.
-
C.
Shepard–Byrd Act
The Shepard–Byrd Act is a U.S. federal hate-crime law that expanded protections to include crimes motivated by a victim’s actual or perceived gender, sexual orientation, gender identity, or disability.
-
D.
21st Century Cures Act
The 21st Century Cures Act is a U.S. federal law enacted in 2016 that accelerates medical product development and innovation, expands funding for biomedical research and mental health services, and modernizes the regulation of drugs and medical devices.
-
E.
Aldrich–Vreeland Act
The Aldrich–Vreeland Act was a 1908 U.S. law that created emergency currency provisions and laid groundwork for banking reform in response to the Panic of 1907.
- 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_69ab4b746d248190958e052045c09255 |
completed | March 6, 2026, 9:47 p.m. |
| NER | Named-entity recognition | batch_69abdd1fc30c81909ac06588d50abdf8 |
completed | March 7, 2026, 8:09 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69afb69605308190b5a8078b275791fb |
completed | March 10, 2026, 6:13 a.m. |
| NEDg | Description generation | batch_69afb7166d788190ac219fe3c3e164fe |
completed | March 10, 2026, 6:15 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69afb7acf3588190813bde4428dfe5f4 |
completed | March 10, 2026, 6:18 a.m. |
Created at: March 6, 2026, 9:55 p.m.