Triple

T19095094
Position Surface form Disambiguated ID Type / Status
Subject NATO Science and Technology Organization E467384 entity
Predicate abbreviation P43 FINISHED
Object STO
STO is the NATO Science and Technology Organization, a multinational body that coordinates and advances defense-related scientific research and technological development among NATO member nations.
 E1357953 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: STO | Statement: [NATO Science and Technology Organization, abbreviation, STO]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: STO
Context triple: [NATO Science and Technology Organization, abbreviation, STO]
  • A. STO
    STO is the station code for Stockel–Stokkel, a metro station in Brussels, Belgium.
  • B. STO
    STO is the commonly used abbreviation for Storhamar Hockey, a professional ice hockey club based in Hamar, Norway.
  • C. STO
    STO is the market identifier code used to represent the Nasdaq Stockholm (OMX Stockholm) stock exchange in financial data systems.
  • D. STO
    STO is the station code for San Antonio Abad, a stop on the Madrid Metro system in Spain.
  • E. STO
    STO is the abbreviation for the Free Territory of Trieste, a former independent territory around the city of Trieste established after World War II.
  • 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: STO
Triple: [NATO Science and Technology Organization, abbreviation, STO]
Generated description
STO is the NATO Science and Technology Organization, a multinational body that coordinates and advances defense-related scientific research and technological development among NATO member nations.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: STO
Target entity description: STO is the NATO Science and Technology Organization, a multinational body that coordinates and advances defense-related scientific research and technological development among NATO member nations.
  • A. STO
    STO is the abbreviation for the Free Territory of Trieste, a former independent territory around the city of Trieste established after World War II.
  • B. STO
    STO is the station code for Stockel–Stokkel, a metro station in Brussels, Belgium.
  • C. STO
    STO is the commonly used abbreviation for Storhamar Hockey, a professional ice hockey club based in Hamar, Norway.
  • D. STO
    STO is the market identifier code used to represent the Nasdaq Stockholm (OMX Stockholm) stock exchange in financial data systems.
  • E. STO
    STO is the station code for San Antonio Abad, a stop on the Madrid Metro system in Spain.
  • 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_69d8dd05ac4c8190b1967d8f97f3fb2f completed April 10, 2026, 11:20 a.m.
NER Named-entity recognition batch_69e5e34e1ee0819092f679d916e6e532 completed April 20, 2026, 8:26 a.m.
NED1 Entity disambiguation (via context triple) batch_6a05dd96b8b48190a3c5b14122380b68 completed May 14, 2026, 2:35 p.m.
NEDg Description generation batch_6a05dfcd85b08190b0ec431590396dbb completed May 14, 2026, 2:44 p.m.
NED2 Entity disambiguation (via description) batch_6a05e09c58308190975c69c86482292a completed May 14, 2026, 2:47 p.m.
Created at: April 10, 2026, 12:04 p.m.