Triple
T9946272
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Public Law 110-53 |
E195211
|
entity |
| Predicate | containsTitle |
P3254
|
FINISHED |
| Object |
Title XII—Transportation Worker Identification Credential
Title XII—Transportation Worker Identification Credential is a section of U.S. federal law that establishes security and identification requirements for transportation workers accessing secure areas of the nation’s transportation system.
|
E830139
|
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: Title XII—Transportation Worker Identification Credential | Statement: [Public Law 110-53, containsTitle, Title XII—Transportation Worker Identification Credential]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Title XII—Transportation Worker Identification Credential Context triple: [Public Law 110-53, containsTitle, Title XII—Transportation Worker Identification Credential]
-
A.
Title II—Transportation Security
Title II—Transportation Security is a section of the Implementing Recommendations of the 9/11 Commission Act of 2007 that strengthens and reforms U.S. transportation security measures, particularly in aviation, rail, and public transit systems.
-
B.
Title VII—Public Transportation Security
Title VII—Public Transportation Security is a section of the Implementing Recommendations of the 9/11 Commission Act of 2007 that establishes measures to enhance the security and resilience of the nation’s public transportation systems against terrorist threats.
-
C.
Title IV—Border and Transportation Security
Title IV—Border and Transportation Security is a section of the Homeland Security Act of 2002 that establishes policies and structures to enhance the security of U.S. borders and transportation systems.
-
D.
Aviation and Transportation Security Act
The Aviation and Transportation Security Act is a U.S. federal law enacted in 2001 that overhauled airport and airline security, notably creating the Transportation Security Administration (TSA) in response to the September 11 attacks.
-
E.
Title XIII—Federal Workforce Improvement
Title XIII—Federal Workforce Improvement is a section of the Homeland Security Act of 2002 that focuses on modernizing and enhancing the effectiveness, management, and human capital policies of the federal workforce.
- 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: Title XII—Transportation Worker Identification Credential Triple: [Public Law 110-53, containsTitle, Title XII—Transportation Worker Identification Credential]
Generated description
Title XII—Transportation Worker Identification Credential is a section of U.S. federal law that establishes security and identification requirements for transportation workers accessing secure areas of the nation’s transportation system.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Title XII—Transportation Worker Identification Credential Target entity description: Title XII—Transportation Worker Identification Credential is a section of U.S. federal law that establishes security and identification requirements for transportation workers accessing secure areas of the nation’s transportation system.
-
A.
Title II—Transportation Security
Title II—Transportation Security is a section of the Implementing Recommendations of the 9/11 Commission Act of 2007 that strengthens and reforms U.S. transportation security measures, particularly in aviation, rail, and public transit systems.
-
B.
Title VII—Public Transportation Security
Title VII—Public Transportation Security is a section of the Implementing Recommendations of the 9/11 Commission Act of 2007 that establishes measures to enhance the security and resilience of the nation’s public transportation systems against terrorist threats.
-
C.
Title IV—Border and Transportation Security
Title IV—Border and Transportation Security is a section of the Homeland Security Act of 2002 that establishes policies and structures to enhance the security of U.S. borders and transportation systems.
-
D.
Aviation and Transportation Security Act
The Aviation and Transportation Security Act is a U.S. federal law enacted in 2001 that overhauled airport and airline security, notably creating the Transportation Security Administration (TSA) in response to the September 11 attacks.
-
E.
Title XIII—Federal Workforce Improvement
Title XIII—Federal Workforce Improvement is a section of the Homeland Security Act of 2002 that focuses on modernizing and enhancing the effectiveness, management, and human capital policies of the federal workforce.
- 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_69ca82e96a108190932bd1fc4acd73a0 |
completed | March 30, 2026, 2:04 p.m. |
| NER | Named-entity recognition | batch_69cdb655fba0819084a1e757b68c25d4 |
completed | April 2, 2026, 12:20 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69d2292257bc8190b3a15de60d7c9ba2 |
completed | April 5, 2026, 9:19 a.m. |
| NEDg | Description generation | batch_69d229b3b200819083aa90f64eaec9e8 |
completed | April 5, 2026, 9:21 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69d22a2d14fc8190b2493ce571811d43 |
completed | April 5, 2026, 9:23 a.m. |
Created at: March 30, 2026, 8:45 p.m.