Triple
T8215115
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Dynamic Sociology |
E191912
|
entity |
| Predicate | influencedBy |
P9
|
FINISHED |
| Object | Herbert Spencer |
E5272
|
NE FINISHED |
How this triple was built (2 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: Herbert Spencer | Statement: [Dynamic Sociology, influencedBy, Herbert Spencer]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Herbert Spencer Context triple: [Dynamic Sociology, influencedBy, Herbert Spencer]
-
A.
Herbert Spencer
Herbert Spencer was an American film and television composer and orchestrator known for his work on numerous Hollywood scores throughout the mid-20th century.
-
B.
Herbert Spencer
chosen
Herbert Spencer was a 19th-century English philosopher and sociologist best known for applying evolutionary theory to social and ethical issues and popularizing the concept of "survival of the fittest."
-
C.
Lester Frank Ward
Lester Frank Ward was an American sociologist and botanist often regarded as a founding figure of American sociology, known for his progressive ideas about social planning and the role of education and government in promoting social welfare.
-
D.
William Graham Sumner
William Graham Sumner was an influential American sociologist and classical liberal thinker known for his defense of laissez-faire economics and his association with Social Darwinist ideas in the late 19th and early 20th centuries.
-
E.
Lewis H. Morgan
Lewis H. Morgan was a pioneering 19th-century American anthropologist and social theorist whose studies of kinship and social evolution profoundly shaped later Marxist and anthropological thought.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
Provenance (3 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_69ca82c8c054819087fedd9a5436b8a3 |
completed | March 30, 2026, 2:03 p.m. |
| NER | Named-entity recognition | batch_69cb776c5cd081908259b1c3d12285de |
completed | March 31, 2026, 7:27 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ce6cb7c80c81909d3d56c05a23f5c7 |
completed | April 2, 2026, 1:18 p.m. |
Created at: March 30, 2026, 5:44 p.m.