Triple

T23488400
Position Surface form Disambiguated ID Type / Status
Subject AIS E570603 entity
Predicate includesService P1393 FINISHED
Object IFoS
IFoS is a specialized forestry-focused civil service in India responsible for the management and conservation of the country’s forests and wildlife resources.
 E1587632 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: IFoS | Statement: [AIS, includesService, IFoS]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: IFoS
Context triple: [AIS, includesService, IFoS]
  • A. IOF
    IOF is the acronym for the International Orienteering Federation, the global governing body for the sport of orienteering.
  • B. IFOR
    IFOR (Implementation Force) was a NATO-led multinational peace enforcement mission deployed to Bosnia and Herzegovina in 1995–1996 to implement the military aspects of the Dayton Peace Agreement following the Bosnian War.
  • C. ISF
    ISF is the abbreviation for the Internal Security Fund, a European Union financial instrument that supports member states in enhancing internal security, border management, and law enforcement cooperation.
  • D. ISF
    ISF is the commonly used abbreviation for the International Softball Federation, the former world governing body for the sport of softball.
  • E. ISF
    ISF is a prominent dense gas filament in the Orion A molecular cloud, known as a key site of active star formation and a benchmark region for studying filamentary structure in the interstellar medium.
  • 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: IFoS
Triple: [AIS, includesService, IFoS]
Generated description
IFoS is a specialized forestry-focused civil service in India responsible for the management and conservation of the country’s forests and wildlife resources.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: IFoS
Target entity description: IFoS is a specialized forestry-focused civil service in India responsible for the management and conservation of the country’s forests and wildlife resources.
  • A. IOF
    IOF is the acronym for the International Orienteering Federation, the global governing body for the sport of orienteering.
  • B. IFOR
    IFOR (Implementation Force) was a NATO-led multinational peace enforcement mission deployed to Bosnia and Herzegovina in 1995–1996 to implement the military aspects of the Dayton Peace Agreement following the Bosnian War.
  • C. ISF
    ISF is the abbreviation for the Internal Security Fund, a European Union financial instrument that supports member states in enhancing internal security, border management, and law enforcement cooperation.
  • D. ISF
    ISF is a prominent dense gas filament in the Orion A molecular cloud, known as a key site of active star formation and a benchmark region for studying filamentary structure in the interstellar medium.
  • E. ISF
    ISF is the commonly used abbreviation for the International Softball Federation, the former world governing body for the sport of softball.
  • 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_69e245b0b01481908f636939bedd804c completed April 17, 2026, 2:37 p.m.
NER Named-entity recognition batch_69f1a7d9cc08819084c532b069f867ee completed April 29, 2026, 6:40 a.m.
NED1 Entity disambiguation (via context triple) batch_6a0c826c2cb88190962f0c032cf4d2ec completed May 19, 2026, 3:31 p.m.
NEDg Description generation batch_6a0ca6f159488190bcde44676ddce593 completed May 19, 2026, 6:07 p.m.
NED2 Entity disambiguation (via description) batch_6a0ca754878c8190a918fa3b349fd970 completed May 19, 2026, 6:09 p.m.
Created at: April 17, 2026, 6:04 p.m.