Triple

T23123123
Position Surface form Disambiguated ID Type / Status
Subject Student Aid and Fiscal Responsibility Act E576953 entity
Predicate shortName P43 FINISHED
Object SAFRA
SAFRA is a U.S. education reform law focused on expanding federal student aid and improving college affordability and access.
 E1570902 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: SAFRA | Statement: [Student Aid and Fiscal Responsibility Act, shortName, SAFRA]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: SAFRA
Context triple: [Student Aid and Fiscal Responsibility Act, shortName, SAFRA]
  • A. Safra
    Safra is the given name of Safra Catz, the Israeli-American business executive and longtime leader at Oracle Corporation.
  • B. SAFAIR
    SAFAIR is the radio callsign used by FlySafair, a South African low-cost airline.
  • C. Safy
    Safy is the given name of Safy Boutella, an Algerian musician, composer, and actor known for his contributions to jazz and film music.
  • D. Safis
    The Safis are a Pashtun tribal group historically associated with the Mohmand region along the Afghanistan–Pakistan border.
  • E. SAF
    SAF is the three-letter IATA airport code for Santa Fe Regional Airport in Santa Fe, New Mexico.
  • 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: SAFRA
Triple: [Student Aid and Fiscal Responsibility Act, shortName, SAFRA]
Generated description
SAFRA is a U.S. education reform law focused on expanding federal student aid and improving college affordability and access.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: SAFRA
Target entity description: SAFRA is a U.S. education reform law focused on expanding federal student aid and improving college affordability and access.
  • A. Safra
    Safra is the given name of Safra Catz, the Israeli-American business executive and longtime leader at Oracle Corporation.
  • B. SAFAIR
    SAFAIR is the radio callsign used by FlySafair, a South African low-cost airline.
  • C. Safy
    Safy is the given name of Safy Boutella, an Algerian musician, composer, and actor known for his contributions to jazz and film music.
  • D. Safis
    The Safis are a Pashtun tribal group historically associated with the Mohmand region along the Afghanistan–Pakistan border.
  • E. SAF
    SAF is the three-letter IATA airport code for Santa Fe Regional Airport in Santa Fe, New Mexico.
  • 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_69e245f6c2e881909a228fdcfeb7c7d3 completed April 17, 2026, 2:38 p.m.
NER Named-entity recognition batch_69f18e517a0481909829a73fdf255d1c completed April 29, 2026, 4:51 a.m.
NED1 Entity disambiguation (via context triple) batch_6a0c23f25dec8190984bc2dafd008a48 completed May 19, 2026, 8:48 a.m.
NEDg Description generation batch_6a0c271e8a8c8190ba994f557f077288 completed May 19, 2026, 9:02 a.m.
NED2 Entity disambiguation (via description) batch_6a0c27d3befc8190bc7a3697bc0e817b completed May 19, 2026, 9:05 a.m.
Created at: April 17, 2026, 3:59 p.m.