Triple
T5502831
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Bureau of Corporations |
E144367
|
entity |
| Predicate | notableWork |
P4
|
FINISHED |
| Object |
Reports on transportation rates and discrimination
"Reports on transportation rates and discrimination" is a landmark early 20th-century investigative study by the U.S. Bureau of Corporations that analyzed railroad pricing practices and exposed unfair and discriminatory freight rate policies.
|
E530614
|
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: Reports on transportation rates and discrimination | Statement: [Bureau of Corporations, notableWork, Reports on transportation rates and discrimination]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Reports on transportation rates and discrimination Context triple: [Bureau of Corporations, notableWork, Reports on transportation rates and discrimination]
-
A.
Transportation Services Index
The Transportation Services Index is a U.S. economic indicator that tracks the volume of freight and passenger transportation services to gauge activity in the transportation sector and the broader economy.
-
B.
Safe, Accountable, Flexible, Efficient Transportation Equity Act: A Legacy for Users
The Safe, Accountable, Flexible, Efficient Transportation Equity Act: A Legacy for Users (SAFETEA-LU) is a major U.S. federal transportation funding and authorization law that set national policy and funding levels for highways, transit, and safety programs in the mid-2000s.
-
C.
Interstate Commerce Commission enforcement order against segregation
The Interstate Commerce Commission enforcement order against segregation was a federal directive that mandated the desegregation of interstate bus travel and related facilities in the United States, issued in response to civil rights activism such as the Freedom Rides.
-
D.
Mass Transportation Demonstration Program
The Mass Transportation Demonstration Program was a U.S. federal initiative that funded experimental and pilot public transit projects to improve urban transportation systems.
-
E.
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.
- 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: Reports on transportation rates and discrimination Triple: [Bureau of Corporations, notableWork, Reports on transportation rates and discrimination]
Generated description
"Reports on transportation rates and discrimination" is a landmark early 20th-century investigative study by the U.S. Bureau of Corporations that analyzed railroad pricing practices and exposed unfair and discriminatory freight rate policies.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Reports on transportation rates and discrimination Target entity description: "Reports on transportation rates and discrimination" is a landmark early 20th-century investigative study by the U.S. Bureau of Corporations that analyzed railroad pricing practices and exposed unfair and discriminatory freight rate policies.
-
A.
Transportation Services Index
The Transportation Services Index is a U.S. economic indicator that tracks the volume of freight and passenger transportation services to gauge activity in the transportation sector and the broader economy.
-
B.
Safe, Accountable, Flexible, Efficient Transportation Equity Act: A Legacy for Users
The Safe, Accountable, Flexible, Efficient Transportation Equity Act: A Legacy for Users (SAFETEA-LU) is a major U.S. federal transportation funding and authorization law that set national policy and funding levels for highways, transit, and safety programs in the mid-2000s.
-
C.
Interstate Commerce Commission enforcement order against segregation
The Interstate Commerce Commission enforcement order against segregation was a federal directive that mandated the desegregation of interstate bus travel and related facilities in the United States, issued in response to civil rights activism such as the Freedom Rides.
-
D.
Mass Transportation Demonstration Program
The Mass Transportation Demonstration Program was a U.S. federal initiative that funded experimental and pilot public transit projects to improve urban transportation systems.
-
E.
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.
- 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_69c008f5a2748190bce7a39aabf87a6d |
completed | March 22, 2026, 3:21 p.m. |
| NER | Named-entity recognition | batch_69c01f0bbea48190bb6fecaee9c0b1d0 |
completed | March 22, 2026, 4:55 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69c027a67d648190ac8d097202c8ec3d |
completed | March 22, 2026, 5:32 p.m. |
| NEDg | Description generation | batch_69c037b4e04881908d07e704f2a161bb |
completed | March 22, 2026, 6:40 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69c0384d023081909cb0d4ba4b80c07e |
completed | March 22, 2026, 6:43 p.m. |
Created at: March 22, 2026, 3:32 p.m.