Triple
T3422162
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | United Nations Population Division |
E72137
|
entity |
| Predicate | product |
P490
|
FINISHED |
| Object |
World Urbanization Prospects
World Urbanization Prospects is a recurring United Nations demographic report that provides global estimates and projections of urban and rural populations and urbanization trends.
|
E356820
|
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: World Urbanization Prospects | Statement: [United Nations Population Division, product, World Urbanization Prospects]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: World Urbanization Prospects Context triple: [United Nations Population Division, product, World Urbanization Prospects]
-
A.
World Cities Report
The World Cities Report is a flagship publication that provides comprehensive analysis and data on global urbanization trends, challenges, and policy responses.
-
B.
World Development Report
The World Development Report is the World Bank’s flagship annual publication that provides in-depth analysis and policy recommendations on key global development issues.
-
C.
Anthropopolis: City for Human Development
"Anthropopolis: City for Human Development" is an influential urban planning work that explores how cities can be designed and organized to better support human needs, growth, and well-being.
-
D.
New Urban Agenda
The New Urban Agenda is a United Nations framework adopted at Habitat III that guides sustainable urban development and inclusive, resilient city planning worldwide.
-
E.
Populorum progressio
Populorum progressio is a 1967 papal encyclical that addresses global economic justice, development of peoples, and the moral dimensions of poverty and inequality.
- 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: World Urbanization Prospects Triple: [United Nations Population Division, product, World Urbanization Prospects]
Generated description
World Urbanization Prospects is a recurring United Nations demographic report that provides global estimates and projections of urban and rural populations and urbanization trends.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: World Urbanization Prospects Target entity description: World Urbanization Prospects is a recurring United Nations demographic report that provides global estimates and projections of urban and rural populations and urbanization trends.
-
A.
World Cities Report
The World Cities Report is a flagship publication that provides comprehensive analysis and data on global urbanization trends, challenges, and policy responses.
-
B.
World Development Report
The World Development Report is the World Bank’s flagship annual publication that provides in-depth analysis and policy recommendations on key global development issues.
-
C.
Anthropopolis: City for Human Development
"Anthropopolis: City for Human Development" is an influential urban planning work that explores how cities can be designed and organized to better support human needs, growth, and well-being.
-
D.
New Urban Agenda
The New Urban Agenda is a United Nations framework adopted at Habitat III that guides sustainable urban development and inclusive, resilient city planning worldwide.
-
E.
Populorum progressio
Populorum progressio is a 1967 papal encyclical that addresses global economic justice, development of peoples, and the moral dimensions of poverty and inequality.
- 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_69ad85ad38e48190b7660c5118a35289 |
completed | March 8, 2026, 2:20 p.m. |
| NER | Named-entity recognition | batch_69adb95223e081908b2954769d2f46c8 |
completed | March 8, 2026, 6 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b35472881c8190baf90b91daa924ec |
completed | March 13, 2026, 12:04 a.m. |
| NEDg | Description generation | batch_69b35585fbd08190966c1263c165daa9 |
completed | March 13, 2026, 12:08 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69b3566da174819086160cd254e0a443 |
completed | March 13, 2026, 12:12 a.m. |
Created at: March 8, 2026, 3:15 p.m.