Triple
T18599734
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Singapore Armed Forces flag |
E454586
|
entity |
| Predicate | usedByBranch |
P3304
|
FINISHED |
| Object |
Digital and Intelligence Service
The Digital and Intelligence Service is a branch of the Singapore Armed Forces responsible for cyber defence, digital operations, and military intelligence.
|
E1333452
|
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: Digital and Intelligence Service | Statement: [Singapore Armed Forces flag, usedByBranch, Digital and Intelligence Service]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Digital and Intelligence Service Context triple: [Singapore Armed Forces flag, usedByBranch, Digital and Intelligence Service]
-
A.
Intelligence, Information and Services
Intelligence, Information and Services was a Raytheon business segment focused on providing intelligence, surveillance, reconnaissance, cybersecurity, and information technology solutions primarily to government and defense customers.
-
B.
Digital & Integration
Digital & Integration is a Schlumberger business division focused on digital technologies, software, and data-driven solutions for the energy industry.
-
C.
Directorate of Digital Innovation
The Directorate of Digital Innovation is a branch of the CIA responsible for advancing and integrating cutting-edge digital, cyber, and data capabilities into U.S. intelligence operations.
-
D.
Digital Service Standard
The Digital Service Standard is a set of criteria used by the UK government to ensure that public digital services are user-focused, accessible, secure, and consistently high quality.
-
E.
Government Digital Service
Government Digital Service is a UK government unit responsible for transforming public services through digital technology, design standards, and user-focused online platforms.
- 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: Digital and Intelligence Service Triple: [Singapore Armed Forces flag, usedByBranch, Digital and Intelligence Service]
Generated description
The Digital and Intelligence Service is a branch of the Singapore Armed Forces responsible for cyber defence, digital operations, and military intelligence.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Digital and Intelligence Service Target entity description: The Digital and Intelligence Service is a branch of the Singapore Armed Forces responsible for cyber defence, digital operations, and military intelligence.
-
A.
Intelligence, Information and Services
Intelligence, Information and Services was a Raytheon business segment focused on providing intelligence, surveillance, reconnaissance, cybersecurity, and information technology solutions primarily to government and defense customers.
-
B.
Digital & Integration
Digital & Integration is a Schlumberger business division focused on digital technologies, software, and data-driven solutions for the energy industry.
-
C.
Directorate of Digital Innovation
The Directorate of Digital Innovation is a branch of the CIA responsible for advancing and integrating cutting-edge digital, cyber, and data capabilities into U.S. intelligence operations.
-
D.
Digital Service Standard
The Digital Service Standard is a set of criteria used by the UK government to ensure that public digital services are user-focused, accessible, secure, and consistently high quality.
-
E.
Government Digital Service
Government Digital Service is a UK government unit responsible for transforming public services through digital technology, design standards, and user-focused online platforms.
- 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_69d8d38ae7e081908a98df1251842402 |
completed | April 10, 2026, 10:40 a.m. |
| NER | Named-entity recognition | batch_69e5475018548190a2f497081af7ce55 |
completed | April 19, 2026, 9:21 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a050381bacc81909f416e8b9910f046 |
completed | May 13, 2026, 11:04 p.m. |
| NEDg | Description generation | batch_6a0504ff8c6c8190a211b3f3e30229b4 |
completed | May 13, 2026, 11:10 p.m. |
| NED2 | Entity disambiguation (via description) | batch_6a0505606bf88190afe635b2517d170b |
completed | May 13, 2026, 11:12 p.m. |
Created at: April 10, 2026, 11:45 a.m.