Triple
T3206375
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | 111th United States Congress |
E67170
|
entity |
| Predicate | passes |
P1308
|
FINISHED |
| Object |
HIRE Act
The HIRE Act is a 2010 U.S. federal law aimed at stimulating job creation and economic recovery through tax incentives and infrastructure spending.
|
E335791
|
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: HIRE Act | Statement: [111th United States Congress, passes, HIRE Act]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: HIRE Act Context triple: [111th United States Congress, passes, HIRE Act]
-
A.
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.
-
B.
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.
-
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.
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.
-
E.
Walsh Act
The Walsh Act is a New Jersey municipal government law that establishes a commission form of city administration, with a small elected board combining both legislative and executive powers.
- 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: HIRE Act Triple: [111th United States Congress, passes, HIRE Act]
Generated description
The HIRE Act is a 2010 U.S. federal law aimed at stimulating job creation and economic recovery through tax incentives and infrastructure spending.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: HIRE Act Target entity description: The HIRE Act is a 2010 U.S. federal law aimed at stimulating job creation and economic recovery through tax incentives and infrastructure spending.
-
A.
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.
-
B.
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.
-
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.
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.
-
E.
Walsh Act
The Walsh Act is a New Jersey municipal government law that establishes a commission form of city administration, with a small elected board combining both legislative and executive powers.
- 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_69ad8589bd988190afa7ed2bdffb7b33 |
completed | March 8, 2026, 2:19 p.m. |
| NER | Named-entity recognition | batch_69adaa56c21c8190b6aa7c56cb15ad56 |
completed | March 8, 2026, 4:56 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b24bcf7b2481908bc52cfa71bd313c |
completed | March 12, 2026, 5:14 a.m. |
| NEDg | Description generation | batch_69b24cb0c5f0819083ea589ded12ef3b |
completed | March 12, 2026, 5:18 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69b24d2ce888819087cc7c3f5db0e859 |
completed | March 12, 2026, 5:20 a.m. |
Created at: March 8, 2026, 3:07 p.m.