Triple

T13496650
Position Surface form Disambiguated ID Type / Status
Subject Public Law 107-71 E320778 entity
Predicate administeredBy P86 FINISHED
Object Department of Transportation (initially for TSA)
The Department of Transportation is the U.S. federal executive department responsible for national transportation policy and oversight of the country’s transportation systems and infrastructure.
 E1042131 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: Department of Transportation (initially for TSA) | Statement: [Public Law 107-71, administeredBy, Department of Transportation (initially for TSA)]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Department of Transportation (initially for TSA)
Context triple: [Public Law 107-71, administeredBy, Department of Transportation (initially for TSA)]
  • A. Transportation Security Administration
    The Transportation Security Administration (TSA) is a U.S. federal agency responsible for ensuring the security of the nation’s transportation systems, most notably through passenger and baggage screening at airports.
  • B. TSA
    TSA is the IATA airport code for Taipei Songshan Airport, a major domestic and regional airport serving Taipei, Taiwan.
  • C. TSA
    TSA is the vehicle registration code assigned to Sandomierz County in Poland.
  • D. وزارة الطيران المدني
    وزارة الطيران المدني هي الجهة الحكومية المصرية المسؤولة عن تنظيم وإدارة شؤون الطيران المدني والمطارات والنقل الجوي في مصر.
  • E. Bureau of Transportation
    The Bureau of Transportation was a division within the U.S. Foreign Economic Administration responsible for managing and coordinating transportation-related aspects of wartime economic and aid programs.
  • 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: Department of Transportation (initially for TSA)
Triple: [Public Law 107-71, administeredBy, Department of Transportation (initially for TSA)]
Generated description
The Department of Transportation is the U.S. federal executive department responsible for national transportation policy and oversight of the country’s transportation systems and infrastructure.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Department of Transportation (initially for TSA)
Target entity description: The Department of Transportation is the U.S. federal executive department responsible for national transportation policy and oversight of the country’s transportation systems and infrastructure.
  • A. Transportation Security Administration
    The Transportation Security Administration (TSA) is a U.S. federal agency responsible for ensuring the security of the nation’s transportation systems, most notably through passenger and baggage screening at airports.
  • B. TSA
    TSA is the IATA airport code for Taipei Songshan Airport, a major domestic and regional airport serving Taipei, Taiwan.
  • C. TSA
    TSA is the vehicle registration code assigned to Sandomierz County in Poland.
  • D. وزارة الطيران المدني
    وزارة الطيران المدني هي الجهة الحكومية المصرية المسؤولة عن تنظيم وإدارة شؤون الطيران المدني والمطارات والنقل الجوي في مصر.
  • E. Bureau of Transportation
    The Bureau of Transportation was a division within the U.S. Foreign Economic Administration responsible for managing and coordinating transportation-related aspects of wartime economic and aid programs.
  • 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_69d807629d6c8190998f1b9bb12d2ed0 completed April 9, 2026, 8:09 p.m.
NER Named-entity recognition batch_69dbaf4e9ca4819083116890a65389f9 completed April 12, 2026, 2:42 p.m.
NED1 Entity disambiguation (via context triple) batch_69f7464125988190b26390669241cc20 completed May 3, 2026, 12:57 p.m.
NEDg Description generation batch_69f74bd2880881909dcc3b1ec72cb3a0 completed May 3, 2026, 1:21 p.m.
NED2 Entity disambiguation (via description) batch_69f74c616a788190804ae648001f58b8 completed May 3, 2026, 1:23 p.m.
Created at: April 9, 2026, 9:43 p.m.