Triple
T1527752
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Government of Texas |
E32372
|
entity |
| Predicate | hasAgency |
P3933
|
FINISHED |
| Object |
Texas Railroad Commission
The Texas Railroad Commission is a powerful state regulatory agency that oversees oil, gas, and other energy industries in Texas.
|
E174410
|
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: Texas Railroad Commission | Statement: [Government of Texas, hasAgency, Texas Railroad Commission]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Texas Railroad Commission Context triple: [Government of Texas, hasAgency, Texas Railroad Commission]
-
A.
Texas Department of Transportation
The Texas Department of Transportation is the state agency responsible for planning, building, and maintaining Texas’s highway system and other key transportation infrastructure.
-
B.
Texas Department of Public Safety
The Texas Department of Public Safety is a statewide law enforcement and public safety agency responsible for highway patrol, criminal investigations, driver licensing, and emergency management across Texas.
-
C.
Texas and Pacific Railway
The Texas and Pacific Railway was a major 19th- and 20th-century American railroad that operated across Texas and into the southwestern United States, playing a key role in regional transportation and economic development.
-
D.
Kansas City Southern Railway
Kansas City Southern Railway was a major North American freight railroad that operated a core network linking the U.S. Midwest with the Gulf Coast and Mexico.
-
E.
Government of Texas
The Government of Texas is the state’s political and administrative authority, comprising the executive, legislative, and judicial branches that create and enforce laws for Texas.
- 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: Texas Railroad Commission Triple: [Government of Texas, hasAgency, Texas Railroad Commission]
Generated description
The Texas Railroad Commission is a powerful state regulatory agency that oversees oil, gas, and other energy industries in Texas.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Texas Railroad Commission Target entity description: The Texas Railroad Commission is a powerful state regulatory agency that oversees oil, gas, and other energy industries in Texas.
-
A.
Texas Department of Transportation
The Texas Department of Transportation is the state agency responsible for planning, building, and maintaining Texas’s highway system and other key transportation infrastructure.
-
B.
Texas Department of Public Safety
The Texas Department of Public Safety is a statewide law enforcement and public safety agency responsible for highway patrol, criminal investigations, driver licensing, and emergency management across Texas.
-
C.
Texas and Pacific Railway
The Texas and Pacific Railway was a major 19th- and 20th-century American railroad that operated across Texas and into the southwestern United States, playing a key role in regional transportation and economic development.
-
D.
Kansas City Southern Railway
Kansas City Southern Railway was a major North American freight railroad that operated a core network linking the U.S. Midwest with the Gulf Coast and Mexico.
-
E.
Government of Texas
The Government of Texas is the state’s political and administrative authority, comprising the executive, legislative, and judicial branches that create and enforce laws for Texas.
- 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_69a885e9b0ac819093a9806ad0efc82c |
completed | March 4, 2026, 7:20 p.m. |
| NER | Named-entity recognition | batch_69a90812cb1c819099e7ad48fedcbe94 |
completed | March 5, 2026, 4:35 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ad2955dc788190988ebf911714437b |
completed | March 8, 2026, 7:46 a.m. |
| NEDg | Description generation | batch_69ad2a1742d48190a82c1fc8c81d5c21 |
completed | March 8, 2026, 7:49 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69ad2aa092b08190930f1c39d963861b |
completed | March 8, 2026, 7:52 a.m. |
Created at: March 4, 2026, 7:26 p.m.