Triple

T15261834
Position Surface form Disambiguated ID Type / Status
Subject Arthur J. Gallagher & Co. E364796 entity
Predicate tickerSymbol P1447 FINISHED
Object AJG
AJG is the stock ticker symbol for Arthur J. Gallagher & Co., a major global insurance brokerage and risk management services firm.
 E1146631 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: AJG | Statement: [Arthur J. Gallagher & Co., tickerSymbol, AJG]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: AJG
Context triple: [Arthur J. Gallagher & Co., tickerSymbol, AJG]
  • A. AJB
    AJB is the Swedish Army Ranger Battalion, an elite light infantry unit specializing in reconnaissance and special operations in challenging terrain.
  • B. AJ
    AJ is a leading peer-reviewed scientific journal in astronomy and astrophysics, publishing research on the structure and evolution of the universe.
  • C. AJ
    AJ is the vehicle registration code used on license plates for the emirate of Ajman in the United Arab Emirates.
  • D. AJL
    AJL is the IATA airport code for Lengpui Airport serving Aizawl in the Indian state of Mizoram.
  • E. AJP
    AJP is the standard abbreviation for the American Journal of Physics, a peer-reviewed journal focusing on physics education and the teaching of physics at the undergraduate and graduate levels.
  • 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: AJG
Triple: [Arthur J. Gallagher & Co., tickerSymbol, AJG]
Generated description
AJG is the stock ticker symbol for Arthur J. Gallagher & Co., a major global insurance brokerage and risk management services firm.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: AJG
Target entity description: AJG is the stock ticker symbol for Arthur J. Gallagher & Co., a major global insurance brokerage and risk management services firm.
  • A. AJB
    AJB is the Swedish Army Ranger Battalion, an elite light infantry unit specializing in reconnaissance and special operations in challenging terrain.
  • B. AJ
    AJ is the vehicle registration code used on license plates for the emirate of Ajman in the United Arab Emirates.
  • C. AJ
    AJ is a leading peer-reviewed scientific journal in astronomy and astrophysics, publishing research on the structure and evolution of the universe.
  • D. AJL
    AJL is the IATA airport code for Lengpui Airport serving Aizawl in the Indian state of Mizoram.
  • E. AJP
    AJP is the standard abbreviation for the American Journal of Physics, a peer-reviewed journal focusing on physics education and the teaching of physics at the undergraduate and graduate levels.
  • 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_69d85a0f08408190b3c3259ae35d79d2 completed April 10, 2026, 2:01 a.m.
NER Named-entity recognition batch_69e0084e85a08190b8e63598b9f6a535 completed April 15, 2026, 9:51 p.m.
NED1 Entity disambiguation (via context triple) batch_69fee5fb8b30819096d31ba5884715c9 completed May 9, 2026, 7:44 a.m.
NEDg Description generation batch_69fee805f5bc8190a6095e3c374f3441 completed May 9, 2026, 7:53 a.m.
NED2 Entity disambiguation (via description) batch_69fee8e4dc688190bd597f8d710c8afc completed May 9, 2026, 7:57 a.m.
Created at: April 10, 2026, 3:14 a.m.