Triple
T7035048
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Ministry of National Defense (Republic of China) |
E163360
|
entity |
| Predicate | subordinateAgency |
P23339
|
FINISHED |
| Object |
Armaments Bureau
The Armaments Bureau is a military agency of Taiwan responsible for the research, development, production, and procurement of weapons and defense equipment for the Republic of China Armed Forces.
|
E637199
|
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: Armaments Bureau | Statement: [Ministry of National Defense (Republic of China), subordinateAgency, Armaments Bureau]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Armaments Bureau Context triple: [Ministry of National Defense (Republic of China), subordinateAgency, Armaments Bureau]
-
A.
Munitions Directorate
The Munitions Directorate is a division of the U.S. Air Force’s primary research organization that focuses on developing advanced weapons, munitions technologies, and related air-delivered capabilities.
-
B.
Directorate General of Ordnance Services
The Directorate General of Ordnance Services is the apex logistics authority in the Indian Army responsible for overseeing ordnance management, supply, and maintenance of military equipment and stores.
-
C.
Bureau of Naval Weapons
The Bureau of Naval Weapons was a former United States Navy organization responsible for the development, procurement, and support of naval aircraft and ordnance before its functions were reorganized under newer commands.
-
D.
Materials and Manufacturing Directorate
The Materials and Manufacturing Directorate is a research and development organization within the U.S. Air Force that focuses on advancing materials science and manufacturing technologies to enhance aerospace and defense capabilities.
-
E.
National Organization for Military Production
The National Organization for Military Production is an Egyptian state-owned conglomerate that oversees the development and manufacture of military equipment and related industrial products for Egypt’s defense sector.
- 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: Armaments Bureau Triple: [Ministry of National Defense (Republic of China), subordinateAgency, Armaments Bureau]
Generated description
The Armaments Bureau is a military agency of Taiwan responsible for the research, development, production, and procurement of weapons and defense equipment for the Republic of China Armed Forces.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Armaments Bureau Target entity description: The Armaments Bureau is a military agency of Taiwan responsible for the research, development, production, and procurement of weapons and defense equipment for the Republic of China Armed Forces.
-
A.
Munitions Directorate
The Munitions Directorate is a division of the U.S. Air Force’s primary research organization that focuses on developing advanced weapons, munitions technologies, and related air-delivered capabilities.
-
B.
Directorate General of Ordnance Services
The Directorate General of Ordnance Services is the apex logistics authority in the Indian Army responsible for overseeing ordnance management, supply, and maintenance of military equipment and stores.
-
C.
Bureau of Naval Weapons
The Bureau of Naval Weapons was a former United States Navy organization responsible for the development, procurement, and support of naval aircraft and ordnance before its functions were reorganized under newer commands.
-
D.
Materials and Manufacturing Directorate
The Materials and Manufacturing Directorate is a research and development organization within the U.S. Air Force that focuses on advancing materials science and manufacturing technologies to enhance aerospace and defense capabilities.
-
E.
National Organization for Military Production
The National Organization for Military Production is an Egyptian state-owned conglomerate that oversees the development and manufacture of military equipment and related industrial products for Egypt’s defense sector.
- 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_69c6885d691c81908cf7d31083113886 |
completed | March 27, 2026, 1:38 p.m. |
| NER | Named-entity recognition | batch_69c6e212e28c8190bf38ce9a25d2032e |
completed | March 27, 2026, 8:01 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69c775a211f88190afe5ed466abcac7a |
completed | March 28, 2026, 6:30 a.m. |
| NEDg | Description generation | batch_69c779c064548190bc17a399723f85e7 |
completed | March 28, 2026, 6:48 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69c77a79e76c8190a42fe57ffc1dc23c |
completed | March 28, 2026, 6:51 a.m. |
Created at: March 27, 2026, 2:36 p.m.