Triple
T1609957
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Constantinos A. Doxiadis |
E34593
|
entity |
| Predicate | notableWork |
P4
|
FINISHED |
| Object |
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.
|
E183081
|
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: Anthropopolis: City for Human Development | Statement: [Constantinos A. Doxiadis, notableWork, Anthropopolis: City for Human Development]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Anthropopolis: City for Human Development Context triple: [Constantinos A. Doxiadis, notableWork, Anthropopolis: City for Human Development]
-
A.
Compassionate Cities
Compassionate Cities is a global network of municipalities committed to embedding compassion into public policy, community initiatives, and everyday civic life.
-
B.
The City That Works
"The City That Works" is a civic motto highlighting Portland, Oregon’s reputation for effective local governance, urban planning, and livability.
-
C.
The Direction of Human Development
"The Direction of Human Development" is a work by anthropologist Ashley Montagu that explores the biological, social, and cultural factors shaping human growth and evolution.
-
D.
The International City
The International City is a nickname for Lorain, Ohio, reflecting its historically diverse immigrant population and multicultural character.
-
E.
Green City in the Sun
Green City in the Sun is a popular nickname for Nairobi, highlighting the Kenyan capital’s lush greenery and warm, sunny climate.
- 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: Anthropopolis: City for Human Development Triple: [Constantinos A. Doxiadis, notableWork, Anthropopolis: City for Human Development]
Generated description
"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.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Anthropopolis: City for Human Development Target entity description: "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.
-
A.
Compassionate Cities
Compassionate Cities is a global network of municipalities committed to embedding compassion into public policy, community initiatives, and everyday civic life.
-
B.
The City That Works
"The City That Works" is a civic motto highlighting Portland, Oregon’s reputation for effective local governance, urban planning, and livability.
-
C.
The Direction of Human Development
"The Direction of Human Development" is a work by anthropologist Ashley Montagu that explores the biological, social, and cultural factors shaping human growth and evolution.
-
D.
The International City
The International City is a nickname for Lorain, Ohio, reflecting its historically diverse immigrant population and multicultural character.
-
E.
Green City in the Sun
Green City in the Sun is a popular nickname for Nairobi, highlighting the Kenyan capital’s lush greenery and warm, sunny climate.
- 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_69a885fea6a481909fe83ba6441f1774 |
completed | March 4, 2026, 7:20 p.m. |
| NER | Named-entity recognition | batch_69aa622a84548190a66d45eec70f9b85 |
completed | March 6, 2026, 5:12 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ad51c2f038819093690bff46056939 |
completed | March 8, 2026, 10:38 a.m. |
| NEDg | Description generation | batch_69ad52ebf6a08190b870e3e02d22ea69 |
completed | March 8, 2026, 10:43 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69ad5341856881909a31b4cee958e843 |
completed | March 8, 2026, 10:45 a.m. |
Created at: March 4, 2026, 7:28 p.m.