Triple

T23283072
Position Surface form Disambiguated ID Type / Status
Subject Singapore Ministry of Defence E588918 entity
Predicate oversees P46 FINISHED
Object DSTA
DSTA is Singapore’s Defence Science and Technology Agency, responsible for acquiring, developing, and managing advanced defence technology and systems for the nation’s armed forces.
 E1578419 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: DSTA | Statement: [Singapore Ministry of Defence, oversees, DSTA]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: DSTA
Context triple: [Singapore Ministry of Defence, oversees, DSTA]
  • A. DTSA
    DTSA is a U.S. Department of Defense organization responsible for overseeing the export and transfer of defense-related technologies to protect national security while enabling international cooperation.
  • B. DASA
    DASA (Deutsche Aerospace AG) was a major German aerospace and defense company that became a core component of the later European aerospace giant Airbus Group.
  • C. DSTG
    DSTG is an Australian government agency that provides scientific and technological support and innovation for the country’s defence and national security.
  • D. DStJ
    DStJ is the post-nominal abbreviation for Dame of the Order of St John, a chivalric order of the British Crown focused on medical and humanitarian service.
  • E. DTTA
    DTTA is the ICAO airport code for Tunis–Carthage International Airport, the main international gateway serving Tunis, the capital of Tunisia.
  • 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: DSTA
Triple: [Singapore Ministry of Defence, oversees, DSTA]
Generated description
DSTA is Singapore’s Defence Science and Technology Agency, responsible for acquiring, developing, and managing advanced defence technology and systems for the nation’s armed forces.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: DSTA
Target entity description: DSTA is Singapore’s Defence Science and Technology Agency, responsible for acquiring, developing, and managing advanced defence technology and systems for the nation’s armed forces.
  • A. DTSA
    DTSA is a U.S. Department of Defense organization responsible for overseeing the export and transfer of defense-related technologies to protect national security while enabling international cooperation.
  • B. DASA
    DASA (Deutsche Aerospace AG) was a major German aerospace and defense company that became a core component of the later European aerospace giant Airbus Group.
  • C. DSTG
    DSTG is an Australian government agency that provides scientific and technological support and innovation for the country’s defence and national security.
  • D. DStJ
    DStJ is the post-nominal abbreviation for Dame of the Order of St John, a chivalric order of the British Crown focused on medical and humanitarian service.
  • E. DTTA
    DTTA is the ICAO airport code for Tunis–Carthage International Airport, the main international gateway serving Tunis, the capital of Tunisia.
  • 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_69e25d16e2c08190a291de254703129e completed April 17, 2026, 4:17 p.m.
NER Named-entity recognition batch_69f196447a748190bd797ec9baa63fc3 completed April 29, 2026, 5:25 a.m.
NED1 Entity disambiguation (via context triple) batch_6a0c3f813f248190b56ed6a7fc074989 completed May 19, 2026, 10:46 a.m.
NEDg Description generation batch_6a0c405ca9e081908adeedd69acb8ed2 completed May 19, 2026, 10:50 a.m.
NED2 Entity disambiguation (via description) batch_6a0c443c4540819096f1a41d9c24a706 completed May 19, 2026, 11:06 a.m.
Created at: April 17, 2026, 4:58 p.m.