Triple

T13637521
Position Surface form Disambiguated ID Type / Status
Subject Indiana Toll Road Concession Company E325886 entity
Predicate cooperatesWith P435 FINISHED
Object Indiana Finance Authority
The Indiana Finance Authority is a state government agency that oversees and finances major public infrastructure projects and manages public-private partnership agreements in Indiana.
E1054105 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: Indiana Finance Authority | Statement: [Indiana Toll Road Concession Company, cooperatesWith, Indiana Finance Authority]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Indiana Finance Authority
Context triple: [Indiana Toll Road Concession Company, cooperatesWith, Indiana Finance Authority]
  • A. Indiana Department of Revenue
    The Indiana Department of Revenue is the state agency responsible for administering and enforcing Indiana’s tax laws, collecting revenues, and providing taxpayer services.
  • B. Indiana Economic Development Corporation
    The Indiana Economic Development Corporation is a public-private agency responsible for promoting business growth, job creation, and investment in the state of Indiana.
  • C. Indiana Legislative Services Agency
    The Indiana Legislative Services Agency is a nonpartisan state agency that provides legal, fiscal, and administrative support to the Indiana General Assembly, including drafting legislation and publishing official statutory materials.
  • D. Indiana Department of Insurance
    The Indiana Department of Insurance is the state agency responsible for regulating the insurance industry, protecting consumers, and overseeing insurance-related laws and compliance in Indiana.
  • E. Indiana Government Center
    Indiana Government Center is a government complex in downtown Indianapolis that houses numerous offices and agencies of the state of Indiana.
  • 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: Indiana Finance Authority
Triple: [Indiana Toll Road Concession Company, cooperatesWith, Indiana Finance Authority]
Generated description
The Indiana Finance Authority is a state government agency that oversees and finances major public infrastructure projects and manages public-private partnership agreements in Indiana.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Indiana Finance Authority
Target entity description: The Indiana Finance Authority is a state government agency that oversees and finances major public infrastructure projects and manages public-private partnership agreements in Indiana.
  • A. Indiana Department of Revenue
    The Indiana Department of Revenue is the state agency responsible for administering and enforcing Indiana’s tax laws, collecting revenues, and providing taxpayer services.
  • B. Indiana Economic Development Corporation
    The Indiana Economic Development Corporation is a public-private agency responsible for promoting business growth, job creation, and investment in the state of Indiana.
  • C. Indiana Legislative Services Agency
    The Indiana Legislative Services Agency is a nonpartisan state agency that provides legal, fiscal, and administrative support to the Indiana General Assembly, including drafting legislation and publishing official statutory materials.
  • D. Indiana Department of Insurance
    The Indiana Department of Insurance is the state agency responsible for regulating the insurance industry, protecting consumers, and overseeing insurance-related laws and compliance in Indiana.
  • E. Indiana Government Center
    Indiana Government Center is a government complex in downtown Indianapolis that houses numerous offices and agencies of the state of Indiana.
  • 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_69d8076beddc8190a53156f5bea77f5e completed April 9, 2026, 8:09 p.m.
NER Named-entity recognition batch_69dbc5a84cc4819098a975e33250c89b completed April 12, 2026, 4:17 p.m.
NED1 Entity disambiguation (via context triple) batch_69f78af297008190b12256c936714213 completed May 3, 2026, 5:50 p.m.
NEDg Description generation batch_69f78f1aca288190b4a0af0dd4e96c50 completed May 3, 2026, 6:08 p.m.
NED2 Entity disambiguation (via description) batch_69f790d7bce08190b56fb03b0586ee52 completed May 3, 2026, 6:15 p.m.
Created at: April 9, 2026, 9:51 p.m.