Triple

T4077039
Position Surface form Disambiguated ID Type / Status
Subject Food Insecurity Experience Scale E87388 entity
Predicate abbreviation P43 FINISHED
Object FIES
FIES is a globally used survey-based metric developed by the FAO to assess the severity and prevalence of food insecurity at the individual or household level.
 E411510 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: FIES | Statement: [Food Insecurity Experience Scale, abbreviation, FIES]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: FIES
Context triple: [Food Insecurity Experience Scale, abbreviation, FIES]
  • A. FIAS
    FIAS is the international governing body responsible for overseeing and promoting the combat sport of sambo worldwide.
  • B. FIO
    FIO is the acronym for the Federal Insurance Office, a U.S. Treasury Department agency that monitors the insurance industry and advises on national and international insurance policy.
  • C. FICE
    FICE is the post-nominal designation used to indicate a Fellow of the Institution of Civil Engineers, recognizing senior professional standing and contribution to the civil engineering profession.
  • D. FAES
    FAES is the acronym for the Armed Forces of El Salvador, the country's unified military institution responsible for national defense and security.
  • E. FIS
    FIS (Fédération Internationale de Ski) is the international governing body for skiing and snowboarding, responsible for overseeing major competitions and setting rules across multiple snow sports disciplines.
  • 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: FIES
Triple: [Food Insecurity Experience Scale, abbreviation, FIES]
Generated description
FIES is a globally used survey-based metric developed by the FAO to assess the severity and prevalence of food insecurity at the individual or household level.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: FIES
Target entity description: FIES is a globally used survey-based metric developed by the FAO to assess the severity and prevalence of food insecurity at the individual or household level.
  • A. FIAS
    FIAS is the international governing body responsible for overseeing and promoting the combat sport of sambo worldwide.
  • B. FIO
    FIO is the acronym for the Federal Insurance Office, a U.S. Treasury Department agency that monitors the insurance industry and advises on national and international insurance policy.
  • C. FICE
    FICE is the post-nominal designation used to indicate a Fellow of the Institution of Civil Engineers, recognizing senior professional standing and contribution to the civil engineering profession.
  • D. FAES
    FAES is the acronym for the Armed Forces of El Salvador, the country's unified military institution responsible for national defense and security.
  • E. FIS
    FIS (Fédération Internationale de Ski) is the international governing body for skiing and snowboarding, responsible for overseeing major competitions and setting rules across multiple snow sports disciplines.
  • 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_69aed9435cf48190ad1da737c962d19d completed March 9, 2026, 2:29 p.m.
NER Named-entity recognition batch_69aefc4d348c8190a94724639830aca0 completed March 9, 2026, 4:58 p.m.
NED1 Entity disambiguation (via context triple) batch_69b562bea9b48190bcd1396c0cb19697 completed March 14, 2026, 1:29 p.m.
NEDg Description generation batch_69b563b5cc108190bb9684abafa608af completed March 14, 2026, 1:33 p.m.
NED2 Entity disambiguation (via description) batch_69b5646606f08190930451ac372154cd completed March 14, 2026, 1:36 p.m.
Created at: March 9, 2026, 3:39 p.m.