Triple
T15643530
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Ministry of Foreign Affairs (Taiwan) |
E376122
|
entity |
| Predicate | subOrganization |
P254
|
FINISHED |
| Object |
TaiwanICDF
TaiwanICDF is Taiwan’s official international development and humanitarian aid agency, implementing foreign assistance, technical cooperation, and capacity-building projects worldwide.
|
E1168234
|
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: TaiwanICDF | Statement: [Ministry of Foreign Affairs (Taiwan), subOrganization, TaiwanICDF]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: TaiwanICDF Context triple: [Ministry of Foreign Affairs (Taiwan), subOrganization, TaiwanICDF]
-
A.
Taito, Taiwan
Taito is a township in Taitung County, Taiwan, known for its indigenous culture, coastal scenery, and role as a gateway to southeastern Taiwan’s natural attractions.
-
B.
Changhua, Taiwan
Changhua is a historic city and county seat in central Taiwan, known for its rich cultural heritage, traditional temples, and the famous Great Buddha statue on Baguashan.
-
C.
Hualien, Taiwan
Hualien, Taiwan is a coastal city on Taiwan’s east coast known for its proximity to Taroko Gorge, scenic Pacific shoreline, and role as a regional cultural and transportation hub.
-
D.
Taiwan Network Information Center
Taiwan Network Information Center is the organization responsible for administering Taiwan’s internet infrastructure, including domain name and IP address allocation.
-
E.
CAA Taiwan
CAA Taiwan is the civil aviation authority of Taiwan responsible for regulating and overseeing the country’s air transport and aviation safety.
- 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: TaiwanICDF Triple: [Ministry of Foreign Affairs (Taiwan), subOrganization, TaiwanICDF]
Generated description
TaiwanICDF is Taiwan’s official international development and humanitarian aid agency, implementing foreign assistance, technical cooperation, and capacity-building projects worldwide.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: TaiwanICDF Target entity description: TaiwanICDF is Taiwan’s official international development and humanitarian aid agency, implementing foreign assistance, technical cooperation, and capacity-building projects worldwide.
-
A.
Taito, Taiwan
Taito is a township in Taitung County, Taiwan, known for its indigenous culture, coastal scenery, and role as a gateway to southeastern Taiwan’s natural attractions.
-
B.
Changhua, Taiwan
Changhua is a historic city and county seat in central Taiwan, known for its rich cultural heritage, traditional temples, and the famous Great Buddha statue on Baguashan.
-
C.
Hualien, Taiwan
Hualien, Taiwan is a coastal city on Taiwan’s east coast known for its proximity to Taroko Gorge, scenic Pacific shoreline, and role as a regional cultural and transportation hub.
-
D.
Taiwan Network Information Center
Taiwan Network Information Center is the organization responsible for administering Taiwan’s internet infrastructure, including domain name and IP address allocation.
-
E.
CAA Taiwan
CAA Taiwan is the civil aviation authority of Taiwan responsible for regulating and overseeing the country’s air transport and aviation safety.
- 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_69d85cd035a48190b73d5579ab73969a |
completed | April 10, 2026, 2:13 a.m. |
| NER | Named-entity recognition | batch_69e04ed400ec8190a14a9f7cf3092865 |
completed | April 16, 2026, 2:52 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ff5f4d49188190855a895c5844dee0 |
completed | May 9, 2026, 4:22 p.m. |
| NEDg | Description generation | batch_69ff614906cc81909d978d8645045af3 |
completed | May 9, 2026, 4:31 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69ff61b3b3f08190a2a1e1010684a316 |
completed | May 9, 2026, 4:32 p.m. |
Created at: April 10, 2026, 4:15 a.m.