Triple

T23200248
Position Surface form Disambiguated ID Type / Status
Subject Associated British Foods E579986 entity
Predicate tickerSymbol P1447 FINISHED
Object ABF
ABF is the stock ticker symbol for Associated British Foods, a multinational food processing and retail company based in the United Kingdom.
 E1575434 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: ABF | Statement: [Associated British Foods, tickerSymbol, ABF]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: ABF
Context triple: [Associated British Foods, tickerSymbol, ABF]
  • A. ABF
    ABF is the Australian Border Force, the government agency responsible for border protection, customs, and immigration enforcement in Australia.
  • B. AFB
    AFB is the commonly used abbreviation for the Belgian Armed Forces, the military organization responsible for Belgium’s national defense and international military commitments.
  • C. AfB
    AfB is the abbreviation for the German "Arbeitsgemeinschaft für Bildung," an organization focused on education policy and advocacy.
  • D. ABU
    ABU is the camouflage combat uniform formerly worn by United States Air Force personnel.
  • E. ABK
    ABK is the station code for Bahnhof Bad Kleinen, a railway station in the town of Bad Kleinen in northern Germany.
  • 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: ABF
Triple: [Associated British Foods, tickerSymbol, ABF]
Generated description
ABF is the stock ticker symbol for Associated British Foods, a multinational food processing and retail company based in the United Kingdom.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: ABF
Target entity description: ABF is the stock ticker symbol for Associated British Foods, a multinational food processing and retail company based in the United Kingdom.
  • A. ABF
    ABF is the Australian Border Force, the government agency responsible for border protection, customs, and immigration enforcement in Australia.
  • B. AFB
    AFB is the commonly used abbreviation for the Belgian Armed Forces, the military organization responsible for Belgium’s national defense and international military commitments.
  • C. AfB
    AfB is the abbreviation for the German "Arbeitsgemeinschaft für Bildung," an organization focused on education policy and advocacy.
  • D. ABU
    ABU is the camouflage combat uniform formerly worn by United States Air Force personnel.
  • E. ABK
    ABK is the station code for Bahnhof Bad Kleinen, a railway station in the town of Bad Kleinen in northern Germany.
  • 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_69e24600eed08190bd7e5295653a1503 completed April 17, 2026, 2:38 p.m.
NER Named-entity recognition batch_69f19078f28c8190973f1bd6f2bceb5a completed April 29, 2026, 5 a.m.
NED1 Entity disambiguation (via context triple) batch_6a0c30c0ca108190bde7fe9fba83d732 completed May 19, 2026, 9:43 a.m.
NEDg Description generation batch_6a0c330135cc8190b5a0e512bda6277d completed May 19, 2026, 9:53 a.m.
NED2 Entity disambiguation (via description) batch_6a0c375dd5a4819097a80ae43a1c4442 completed May 19, 2026, 10:11 a.m.
Created at: April 17, 2026, 4:06 p.m.