Triple

T3187611
Position Surface form Disambiguated ID Type / Status
Subject Interstate 540 E66737 entity
Predicate abbreviation P43 FINISHED
Object I-540
I-540 is a designation used for auxiliary Interstate highways in the United States, most notably around the Raleigh, North Carolina area.
 E336380 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-540 | Statement: [Interstate 540, abbreviation, I-540]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: I-540
Context triple: [Interstate 540, abbreviation, I-540]
  • A. I-110
    I-110 is a short auxiliary Interstate Highway in Florida that connects downtown Pensacola to Interstate 10.
  • B. I-485
    I-485 is the beltway interstate highway that loops around the city of Charlotte, North Carolina.
  • C. I-229
    I-229 is a short auxiliary Interstate Highway in Missouri that serves as a bypass and business route around downtown St. Joseph.
  • D. I-229
    I-229 is an auxiliary Interstate Highway that serves as a bypass route around Sioux Falls in southeastern South Dakota.
  • E. FAFSA
    FAFSA is the Free Application for Federal Student Aid, a standardized form used by U.S. students to apply for federal financial aid for college or career school.
  • 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-540
Triple: [Interstate 540, abbreviation, I-540]
Generated description
I-540 is a designation used for auxiliary Interstate highways in the United States, most notably around the Raleigh, North Carolina area.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: I-540
Target entity description: I-540 is a designation used for auxiliary Interstate highways in the United States, most notably around the Raleigh, North Carolina area.
  • A. I-110
    I-110 is a short auxiliary Interstate Highway in Florida that connects downtown Pensacola to Interstate 10.
  • B. I-485
    I-485 is the beltway interstate highway that loops around the city of Charlotte, North Carolina.
  • C. I-229
    I-229 is a short auxiliary Interstate Highway in Missouri that serves as a bypass and business route around downtown St. Joseph.
  • D. I-229
    I-229 is an auxiliary Interstate Highway that serves as a bypass route around Sioux Falls in southeastern South Dakota.
  • E. FAFSA
    FAFSA is the Free Application for Federal Student Aid, a standardized form used by U.S. students to apply for federal financial aid for college or career school.
  • 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_69ad8587c1bc8190a2595f2c22ee1001 completed March 8, 2026, 2:19 p.m.
NER Named-entity recognition batch_69ada6e279288190843837751e852c9e completed March 8, 2026, 4:42 p.m.
NED1 Entity disambiguation (via context triple) batch_69b24b8c075881909152ddca48b7da60 completed March 12, 2026, 5:13 a.m.
NEDg Description generation batch_69b24f86acf081909688c73b15c15383 completed March 12, 2026, 5:30 a.m.
NED2 Entity disambiguation (via description) batch_69b2501533008190bf178e3d11e2bea8 completed March 12, 2026, 5:33 a.m.
Created at: March 8, 2026, 3:06 p.m.