Triple

T8499640
Position Surface form Disambiguated ID Type / Status
Subject Raymond James Financial E201182 entity
Predicate tickerSymbol P1447 FINISHED
Object RJF
RJF is the stock ticker symbol for Raymond James Financial, a U.S.-based diversified financial services and investment firm.
E737912 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: RJF | Statement: [Raymond James Financial, tickerSymbol, RJF]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: RJF
Context triple: [Raymond James Financial, tickerSymbol, RJF]
  • A. RJFR
    RJFR is the ICAO airport code for Tsuiki Air Base, a Japan Air Self-Defense Force installation in Fukuoka Prefecture, Japan.
  • B. RJ
    RJ is the two-letter IATA airline designator assigned to Royal Jordanian, the flag carrier airline of Jordan.
  • C. R.J.
    "R.J." is a song featured on the album *E.S.P.*.
  • D. RJFF
    RJFF is the ICAO airport code for Fukuoka Airport, a major international and domestic aviation hub on Japan’s Kyushu island.
  • E. RJFN
    RJFN is the ICAO airport code for Nyutabaru Air Base, a Japan Air Self-Defense Force installation in Miyazaki Prefecture, Japan.
  • 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: RJF
Triple: [Raymond James Financial, tickerSymbol, RJF]
Generated description
RJF is the stock ticker symbol for Raymond James Financial, a U.S.-based diversified financial services and investment firm.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: RJF
Target entity description: RJF is the stock ticker symbol for Raymond James Financial, a U.S.-based diversified financial services and investment firm.
  • A. RJFR
    RJFR is the ICAO airport code for Tsuiki Air Base, a Japan Air Self-Defense Force installation in Fukuoka Prefecture, Japan.
  • B. RJ
    RJ is the two-letter IATA airline designator assigned to Royal Jordanian, the flag carrier airline of Jordan.
  • C. R.J.
    "R.J." is a song featured on the album *E.S.P.*.
  • D. RJFF
    RJFF is the ICAO airport code for Fukuoka Airport, a major international and domestic aviation hub on Japan’s Kyushu island.
  • E. RJFN
    RJFN is the ICAO airport code for Nyutabaru Air Base, a Japan Air Self-Defense Force installation in Miyazaki Prefecture, Japan.
  • 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_69ca831fe47c8190b5c57b456d2aefa0 completed March 30, 2026, 2:05 p.m.
NER Named-entity recognition batch_69cbe5984d7481908c41c57bef9cf254 completed March 31, 2026, 3:17 p.m.
NED1 Entity disambiguation (via context triple) batch_69ce4e14c3d081908e98d5d7ad74716d completed April 2, 2026, 11:08 a.m.
NEDg Description generation batch_69ce4f587a7081908c357f82bc28a1aa completed April 2, 2026, 11:13 a.m.
NED2 Entity disambiguation (via description) batch_69ce5059e0f48190b8ff08253337f430 completed April 2, 2026, 11:17 a.m.
Created at: March 30, 2026, 6:14 p.m.