Triple

T8459195
Position Surface form Disambiguated ID Type / Status
Subject Defence Science and Technology Group E199997 entity
Predicate abbreviation P43 FINISHED
Object DSTG
DSTG is an Australian government agency that provides scientific and technological support and innovation for the country’s defence and national security.
 E735282 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: DSTG | Statement: [Defence Science and Technology Group, abbreviation, DSTG]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: DSTG
Context triple: [Defence Science and Technology Group, abbreviation, DSTG]
  • A. D.ST
    D.ST is a musician best known as the turntablist who performed the pioneering scratching on Herbie Hancock’s influential hip-hop/jazz fusion track "Rockit."
  • B. DGS
    DGS is the California state agency that provides centralized business, procurement, real estate, and support services to other government departments.
  • C. DGS
    The DGS was the notorious political police force of Portugal’s Estado Novo dictatorship, responsible for repressing dissent and persecuting regime opponents.
  • D. STG
    STG is the National Rail station code for Stirling railway station in Stirling, Scotland.
  • E. DGP
    DGP is the highest-ranking police officer in an Indian state or union territory, responsible for overseeing the entire state police force.
  • 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: DSTG
Triple: [Defence Science and Technology Group, abbreviation, DSTG]
Generated description
DSTG is an Australian government agency that provides scientific and technological support and innovation for the country’s defence and national security.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: DSTG
Target entity description: DSTG is an Australian government agency that provides scientific and technological support and innovation for the country’s defence and national security.
  • A. D.ST
    D.ST is a musician best known as the turntablist who performed the pioneering scratching on Herbie Hancock’s influential hip-hop/jazz fusion track "Rockit."
  • B. DGS
    DGS is the California state agency that provides centralized business, procurement, real estate, and support services to other government departments.
  • C. DGS
    The DGS was the notorious political police force of Portugal’s Estado Novo dictatorship, responsible for repressing dissent and persecuting regime opponents.
  • D. STG
    STG is the National Rail station code for Stirling railway station in Stirling, Scotland.
  • E. DGP
    DGP is the highest-ranking police officer in an Indian state or union territory, responsible for overseeing the entire state police force.
  • 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_69ca83198c4c8190a337bf717d1813f5 completed March 30, 2026, 2:05 p.m.
NER Named-entity recognition batch_69cbe49e036c8190abb50ca272266ca6 completed March 31, 2026, 3:13 p.m.
NED1 Entity disambiguation (via context triple) batch_69ce1dea01c481909496ebfca4e9916e completed April 2, 2026, 7:42 a.m.
NEDg Description generation batch_69ce20130e9c81908c13e571ca8a6ad4 completed April 2, 2026, 7:51 a.m.
NED2 Entity disambiguation (via description) batch_69ce209338b48190ba8375200a5529bd completed April 2, 2026, 7:53 a.m.
Created at: March 30, 2026, 6:10 p.m.