Triple
T12126464
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Department of Foreign Affairs and Trade |
E288821
|
entity |
| Predicate | hasDivision |
P35
|
FINISHED |
| Object |
Development Policy Division
The Development Policy Division is a unit within Australia’s Department of Foreign Affairs and Trade responsible for shaping and coordinating the country’s international development and aid policies.
|
E963040
|
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: Development Policy Division | Statement: [Department of Foreign Affairs and Trade, hasDivision, Development Policy Division]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Development Policy Division Context triple: [Department of Foreign Affairs and Trade, hasDivision, Development Policy Division]
-
A.
Center for Development Economics
The Center for Development Economics is a graduate program at Williams College focused on training economists and policymakers to address economic development challenges in low- and middle-income countries.
-
B.
Department of Global Development
The Department of Global Development is an academic unit focused on research, education, and outreach related to international development, social and economic change, and sustainable livelihoods worldwide.
-
C.
Bureau of Policy and Planning
The Bureau of Policy and Planning is a division within Connecticut’s state transportation agency responsible for long-range transportation planning, policy development, and related analytical and strategic functions.
-
D.
Directorate of Policy, Planning and Resource Mobilisation
The Directorate of Policy, Planning and Resource Mobilisation is a key division of the SADC Secretariat responsible for regional policy development, strategic planning, and coordinating the mobilisation of resources to support Southern African development initiatives.
-
E.
Sector Policies and Programs Division
The Sector Policies and Programs Division is a unit within the U.S. EPA’s Office of Air Quality Planning and Standards that develops and implements air pollution control strategies and regulations tailored to specific industrial and economic sectors.
- 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: Development Policy Division Triple: [Department of Foreign Affairs and Trade, hasDivision, Development Policy Division]
Generated description
The Development Policy Division is a unit within Australia’s Department of Foreign Affairs and Trade responsible for shaping and coordinating the country’s international development and aid policies.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Development Policy Division Target entity description: The Development Policy Division is a unit within Australia’s Department of Foreign Affairs and Trade responsible for shaping and coordinating the country’s international development and aid policies.
-
A.
Center for Development Economics
The Center for Development Economics is a graduate program at Williams College focused on training economists and policymakers to address economic development challenges in low- and middle-income countries.
-
B.
Department of Global Development
The Department of Global Development is an academic unit focused on research, education, and outreach related to international development, social and economic change, and sustainable livelihoods worldwide.
-
C.
Bureau of Policy and Planning
The Bureau of Policy and Planning is a division within Connecticut’s state transportation agency responsible for long-range transportation planning, policy development, and related analytical and strategic functions.
-
D.
Directorate of Policy, Planning and Resource Mobilisation
The Directorate of Policy, Planning and Resource Mobilisation is a key division of the SADC Secretariat responsible for regional policy development, strategic planning, and coordinating the mobilisation of resources to support Southern African development initiatives.
-
E.
Sector Policies and Programs Division
The Sector Policies and Programs Division is a unit within the U.S. EPA’s Office of Air Quality Planning and Standards that develops and implements air pollution control strategies and regulations tailored to specific industrial and economic sectors.
- 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_69d6ab4b5e4c81909950b17151eb0951 |
completed | April 8, 2026, 7:23 p.m. |
| NER | Named-entity recognition | batch_69d9157ce6b88190b16592cc48244db3 |
completed | April 10, 2026, 3:21 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69f5f688ad2481909d11782c44b3217f |
completed | May 2, 2026, 1:05 p.m. |
| NEDg | Description generation | batch_69f5fdebe3fc81909a5bb23a943c3c43 |
completed | May 2, 2026, 1:36 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69f5fef775508190ab3be470821c5a50 |
completed | May 2, 2026, 1:41 p.m. |
Created at: April 8, 2026, 9:49 p.m.