Triple

T2259381
Position Surface form Disambiguated ID Type / Status
Subject Immigration Reform and Control Act of 1986 E50000 entity
Predicate sponsor P67 FINISHED
Object Romano L. Mazzoli
Romano L. Mazzoli is a former U.S. Congressman from Kentucky best known for coauthoring landmark bipartisan immigration reform legislation in the 1980s.
E278487 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: Romano L. Mazzoli | Statement: [Immigration Reform and Control Act of 1986, sponsor, Romano L. Mazzoli]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Romano L. Mazzoli
Context triple: [Immigration Reform and Control Act of 1986, sponsor, Romano L. Mazzoli]
  • A. Livio Agresti
    Livio Agresti was a 16th-century Italian Mannerist painter known for his religious and decorative frescoes in prominent Roman churches and palaces.
  • B. Ignazio La Russa
    Ignazio La Russa is an Italian right-wing politician and lawyer who has held prominent roles in national politics, including serving as President of the Senate.
  • C. Giuseppe Gabrielli
    Giuseppe Gabrielli was an Italian aeronautical engineer best known for designing several important military aircraft for Fiat before and during World War II.
  • D. Arturo Giovannitti
    Arturo Giovannitti was an Italian-American poet, labor leader, and prominent organizer in the early 20th-century U.S. labor movement.
  • E. Giovanni Molari
    Giovanni Molari is an Italian academic and engineer who serves as rector of the historic University of Bologna.
  • 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: Romano L. Mazzoli
Triple: [Immigration Reform and Control Act of 1986, sponsor, Romano L. Mazzoli]
Generated description
Romano L. Mazzoli is a former U.S. Congressman from Kentucky best known for coauthoring landmark bipartisan immigration reform legislation in the 1980s.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Romano L. Mazzoli
Target entity description: Romano L. Mazzoli is a former U.S. Congressman from Kentucky best known for coauthoring landmark bipartisan immigration reform legislation in the 1980s.
  • A. Livio Agresti
    Livio Agresti was a 16th-century Italian Mannerist painter known for his religious and decorative frescoes in prominent Roman churches and palaces.
  • B. Ignazio La Russa
    Ignazio La Russa is an Italian right-wing politician and lawyer who has held prominent roles in national politics, including serving as President of the Senate.
  • C. Giuseppe Gabrielli
    Giuseppe Gabrielli was an Italian aeronautical engineer best known for designing several important military aircraft for Fiat before and during World War II.
  • D. Arturo Giovannitti
    Arturo Giovannitti was an Italian-American poet, labor leader, and prominent organizer in the early 20th-century U.S. labor movement.
  • E. Giovanni Molari
    Giovanni Molari is an Italian academic and engineer who serves as rector of the historic University of Bologna.
  • 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_69a88b01e0048190ba96431b5f990ba9 completed March 4, 2026, 7:41 p.m.
NER Named-entity recognition batch_69abc15ad06c8190b6d0babc17015787 completed March 7, 2026, 6:10 a.m.
NED1 Entity disambiguation (via context triple) batch_69af65388fd48190995f778d6438f739 completed March 10, 2026, 12:26 a.m.
NEDg Description generation batch_69af65f16fc48190a8611279322dd936 completed March 10, 2026, 12:29 a.m.
NED2 Entity disambiguation (via description) batch_69af66613dc88190af6a0aa1108a9069 completed March 10, 2026, 12:31 a.m.
Created at: March 4, 2026, 7:48 p.m.