Triple

T7884661
Position Surface form Disambiguated ID Type / Status
Subject Constantinos A. Doxiadis E183071 entity
Predicate notableWork P4 FINISHED
Object Human Settlements
"Human Settlements" is an influential work by urban planner Constantinos A. Doxiadis that explores the principles, structure, and future development of human communities and cities.
E696285 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: Human Settlements | Statement: [Constantinos A. Doxiadis, notableWork, Human Settlements]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Human Settlements
Context triple: [Constantinos A. Doxiadis, notableWork, Human Settlements]
  • A. Irrigation Civilizations
    "Irrigation Civilizations" is a seminal anthropological work by Julian Steward that analyzes how large-scale irrigation systems shaped the development and organization of early complex societies.
  • B. Civilization
    "Civilization" is an influential 1928 book by British art critic Clive Bell that reflects on the nature and values of civilized society and culture.
  • C. Civilization
    "Civilization" is an essay by Ralph Waldo Emerson that reflects on the nature, progress, and moral foundations of human societies.
  • D. Western Settlement
    Western Settlement was one of the two principal Norse colonies in medieval Greenland, located in the island’s more inland and western fjords.
  • E. Mundugumor society
    Mundugumor society is a New Guinea tribal community studied by anthropologist Margaret Mead, noted for its highly aggressive social relations and minimal differentiation between male and female temperaments.
  • 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: Human Settlements
Triple: [Constantinos A. Doxiadis, notableWork, Human Settlements]
Generated description
"Human Settlements" is an influential work by urban planner Constantinos A. Doxiadis that explores the principles, structure, and future development of human communities and cities.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Human Settlements
Target entity description: "Human Settlements" is an influential work by urban planner Constantinos A. Doxiadis that explores the principles, structure, and future development of human communities and cities.
  • A. Irrigation Civilizations
    "Irrigation Civilizations" is a seminal anthropological work by Julian Steward that analyzes how large-scale irrigation systems shaped the development and organization of early complex societies.
  • B. Civilization
    "Civilization" is an influential 1928 book by British art critic Clive Bell that reflects on the nature and values of civilized society and culture.
  • C. Civilization
    "Civilization" is an essay by Ralph Waldo Emerson that reflects on the nature, progress, and moral foundations of human societies.
  • D. Western Settlement
    Western Settlement was one of the two principal Norse colonies in medieval Greenland, located in the island’s more inland and western fjords.
  • E. Mundugumor society
    Mundugumor society is a New Guinea tribal community studied by anthropologist Margaret Mead, noted for its highly aggressive social relations and minimal differentiation between male and female temperaments.
  • 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_69ca828af6e48190a06ee7010d8f0e64 completed March 30, 2026, 2:02 p.m.
NER Named-entity recognition batch_69cb39d62a148190bed4e0d199aa427b completed March 31, 2026, 3:04 a.m.
NED1 Entity disambiguation (via context triple) batch_69cb5b9286c881909ec01cb899e71d42 completed March 31, 2026, 5:28 a.m.
NEDg Description generation batch_69cb5df0287881908bce1a4449e9f252 completed March 31, 2026, 5:38 a.m.
NED2 Entity disambiguation (via description) batch_69cb769944d08190ba8c2f5fe76e037b completed March 31, 2026, 7:24 a.m.
Created at: March 30, 2026, 4:59 p.m.