Triple
T5502414
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Commonwealth institutions |
E144358
|
entity |
| Predicate | hasMember |
P10
|
FINISHED |
| Object |
Commonwealth Association of Planners
The Commonwealth Association of Planners is a professional network that brings together planning institutes and practitioners across Commonwealth countries to promote sustainable urban and regional development, good governance, and capacity building in planning.
|
E530554
|
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: Commonwealth Association of Planners | Statement: [Commonwealth institutions, hasMember, Commonwealth Association of Planners]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Commonwealth Association of Planners Context triple: [Commonwealth institutions, hasMember, Commonwealth Association of Planners]
-
A.
Town and Country Planning Association
The Town and Country Planning Association is a UK-based planning and environmental charity that promotes sustainable, well-designed communities and land-use policies, historically rooted in the garden city movement.
-
B.
American Institute of Certified Planners
The American Institute of Certified Planners is the professional certification body that sets ethical and competency standards for urban and regional planners in the United States.
-
C.
The American Planning Association
The American Planning Association is a professional organization in the United States that supports urban and regional planners through research, education, advocacy, and the promotion of best practices in community planning and development.
-
D.
American Planning and Civic Association
The American Planning and Civic Association was a U.S. organization dedicated to promoting city planning, civic improvement, and the conservation of natural and historic resources.
-
E.
Association of Collegiate Schools of Planning
The Association of Collegiate Schools of Planning is a professional academic organization that represents and supports university-level urban and regional planning programs, faculty, and students.
- 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: Commonwealth Association of Planners Triple: [Commonwealth institutions, hasMember, Commonwealth Association of Planners]
Generated description
The Commonwealth Association of Planners is a professional network that brings together planning institutes and practitioners across Commonwealth countries to promote sustainable urban and regional development, good governance, and capacity building in planning.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Commonwealth Association of Planners Target entity description: The Commonwealth Association of Planners is a professional network that brings together planning institutes and practitioners across Commonwealth countries to promote sustainable urban and regional development, good governance, and capacity building in planning.
-
A.
Town and Country Planning Association
The Town and Country Planning Association is a UK-based planning and environmental charity that promotes sustainable, well-designed communities and land-use policies, historically rooted in the garden city movement.
-
B.
American Institute of Certified Planners
The American Institute of Certified Planners is the professional certification body that sets ethical and competency standards for urban and regional planners in the United States.
-
C.
The American Planning Association
The American Planning Association is a professional organization in the United States that supports urban and regional planners through research, education, advocacy, and the promotion of best practices in community planning and development.
-
D.
American Planning and Civic Association
The American Planning and Civic Association was a U.S. organization dedicated to promoting city planning, civic improvement, and the conservation of natural and historic resources.
-
E.
Association of Collegiate Schools of Planning
The Association of Collegiate Schools of Planning is a professional academic organization that represents and supports university-level urban and regional planning programs, faculty, and students.
- 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_69c008f5a2748190bce7a39aabf87a6d |
completed | March 22, 2026, 3:21 p.m. |
| NER | Named-entity recognition | batch_69c01f0a512c81908f077378917e5879 |
completed | March 22, 2026, 4:55 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69c027a67d648190ac8d097202c8ec3d |
completed | March 22, 2026, 5:32 p.m. |
| NEDg | Description generation | batch_69c037b4e04881908d07e704f2a161bb |
completed | March 22, 2026, 6:40 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69c0384d023081909cb0d4ba4b80c07e |
completed | March 22, 2026, 6:43 p.m. |
Created at: March 22, 2026, 3:32 p.m.