Triple

T2234521
Position Surface form Disambiguated ID Type / Status
Subject I-88 (Ronald Reagan Memorial Tollway) E49247 entity
Predicate tollCollectionMethod P3913 FINISHED
Object I-PASS
I-PASS is an electronic toll collection system used on Illinois tollways that allows drivers to pay tolls automatically without stopping.
 E248378 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: I-PASS | Statement: [I-88 (Ronald Reagan Memorial Tollway), tollCollectionMethod, I-PASS]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: I-PASS
Context triple: [I-88 (Ronald Reagan Memorial Tollway), tollCollectionMethod, I-PASS]
  • A. PASS
    PASS is the acronym for the Pontifical Academy of Social Sciences, a Vatican-based institution that promotes the study and application of social sciences in light of the Catholic Church’s teachings.
  • B. IPC
    IPC is the IATA airport code for Mataveri International Airport, the main air gateway to Easter Island in Chile.
  • C. IPSA
    IPSA is the main benchmark stock market index of Chile, tracking the performance of the most traded companies listed on the Santiago Stock Exchange.
  • D. IPS
    IPS is the premier all-India civil service responsible for leadership and command of police forces and law enforcement agencies across India.
  • E. IPS
    IPS is a professional society within the IEEE focused on the science and technology of light, including photonics and optoelectronics.
  • 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: I-PASS
Triple: [I-88 (Ronald Reagan Memorial Tollway), tollCollectionMethod, I-PASS]
Generated description
I-PASS is an electronic toll collection system used on Illinois tollways that allows drivers to pay tolls automatically without stopping.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: I-PASS
Target entity description: I-PASS is an electronic toll collection system used on Illinois tollways that allows drivers to pay tolls automatically without stopping.
  • A. PASS
    PASS is the acronym for the Pontifical Academy of Social Sciences, a Vatican-based institution that promotes the study and application of social sciences in light of the Catholic Church’s teachings.
  • B. IPC
    IPC is the IATA airport code for Mataveri International Airport, the main air gateway to Easter Island in Chile.
  • C. IPSA
    IPSA is the main benchmark stock market index of Chile, tracking the performance of the most traded companies listed on the Santiago Stock Exchange.
  • D. IPS
    IPS is the premier all-India civil service responsible for leadership and command of police forces and law enforcement agencies across India.
  • E. IPS
    IPS is a professional society within the IEEE focused on the science and technology of light, including photonics and optoelectronics.
  • 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_69a88aa84bdc819086df50e9c20b301e completed March 4, 2026, 7:40 p.m.
NER Named-entity recognition batch_69abc09297a481909e8fe6ec645de616 completed March 7, 2026, 6:07 a.m.
NED1 Entity disambiguation (via context triple) batch_69ae6b068a388190962114f3798ef4f9 completed March 9, 2026, 6:39 a.m.
NEDg Description generation batch_69ae6bbba3908190b24b6e29175cc449 completed March 9, 2026, 6:42 a.m.
NED2 Entity disambiguation (via description) batch_69ae6c5f6364819085aed383ab0ff8c5 completed March 9, 2026, 6:44 a.m.
Created at: March 4, 2026, 7:47 p.m.