Triple
T7884853
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Ekistics journal |
E183076
|
entity |
| Predicate | followsTheoryOf |
P79559
|
FINISHED |
| Object | Constantinos A. Doxiadis |
E34593
|
NE FINISHED |
How this triple was built (3 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: Constantinos A. Doxiadis | Statement: [Ekistics journal, followsTheoryOf, Constantinos A. Doxiadis]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Constantinos A. Doxiadis Context triple: [Ekistics journal, followsTheoryOf, Constantinos A. Doxiadis]
-
A.
Constantinos A. Doxiadis
chosen
Constantinos A. Doxiadis was a prominent Greek architect and urban planner best known for pioneering the concept of "ekistics" and designing major modern cities, including the master plan of Pakistan’s capital, Islamabad.
-
B.
Eleni Doxiadis
Eleni Doxiadis is a Greek economist and writer known for her work on economic policy and social issues in Greece.
-
C.
Charilaos Florakis
Charilaos Florakis was a prominent Greek communist politician who led the Communist Party of Greece for many years and played a key role in the country’s left-wing political movement in the 20th century.
-
D.
Tasos Christofides
Tasos Christofides is an academic leader and administrator who serves as the rector of the University of Cyprus.
-
E.
Nikos Hadjikyriakos-Ghikas
Nikos Hadjikyriakos-Ghikas was a prominent 20th-century Greek painter, sculptor, and printmaker known for his role in modern Greek art and his distinctive cubist-influenced style.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
PD
Predicate disambiguation
gpt-5-mini-2025-08-07
Target predicate: followsTheoryOf Context triple: [Ekistics journal, followsTheoryOf, Constantinos A. Doxiadis]
-
A.
hasTheory
Indicates that an entity possesses, is associated with, or is characterized by a particular theory.
-
B.
supportsTheory
Indicates that one entity provides evidence, justification, or endorsement for the validity or acceptance of another entity’s theory.
-
C.
appliesTheory
Indicates that an entity uses or implements a particular theory in analyzing, explaining, or addressing something.
-
D.
governingTheory
Indicates that one entity serves as the primary theoretical framework or principle that explains, constrains, or directs the behavior, interpretation, or operation of another entity.
-
E.
confirmedTheoryOf
Indicates that one entity is recognized or established as the validated theoretical explanation or model of another entity.
- 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_69ccec5f00b48190b35f7cab67e7e5f9 |
completed | April 1, 2026, 9:58 a.m. |
| PD | Predicate disambiguation | batch_69cae92b0cd881908e715a10d3252e83 |
completed | March 30, 2026, 9:20 p.m. |
| PDg | Predicate description generation | batch_69caf786ec748190b6347b0c94335550 |
completed | March 30, 2026, 10:21 p.m. |
Created at: March 30, 2026, 4:59 p.m.