Triple
T5889746
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Hispanic linguistics |
E130956
|
entity |
| Predicate | hasSubfield |
P5461
|
FINISHED |
| Object |
Hispanic psycholinguistics
Hispanic psycholinguistics is the branch of linguistics that investigates how speakers of Spanish and other Hispanic languages perceive, process, and produce language, often integrating cognitive and experimental methods.
|
E130956
|
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: Hispanic psycholinguistics | Statement: [Hispanic linguistics, hasSubfield, Hispanic psycholinguistics]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Hispanic psycholinguistics Context triple: [Hispanic linguistics, hasSubfield, Hispanic psycholinguistics]
-
A.
Hispanic linguistics
Hispanic linguistics is the academic field that studies the Spanish language and other Hispanic languages, including their structure, history, variation, and use in diverse social and cultural contexts.
-
B.
The Relation of Habitual Thought and Behavior to Language
"The Relation of Habitual Thought and Behavior to Language" is a seminal essay by linguist Benjamin Lee Whorf that articulates the idea that the structure of a language influences its speakers’ patterns of thought and behavior.
-
C.
Pan-Latinism
Pan-Latinism is a political and cultural ideology advocating unity and cooperation among Latin peoples and nations, particularly those sharing Romance languages and Latin-derived heritage.
-
D.
Hispano-Romance dialects
Hispano-Romance dialects are the medieval Romance speech varieties of the Iberian Peninsula that evolved from spoken Latin and gave rise to modern Ibero-Romance languages such as Spanish, Portuguese, and Galician.
-
E.
Linguistics and Language Behavior Abstracts
Linguistics and Language Behavior Abstracts is a specialized bibliographic database that provides abstracts and indexing for scholarly literature in linguistics, language studies, and related behavioral sciences.
- 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: Hispanic psycholinguistics Triple: [Hispanic linguistics, hasSubfield, Hispanic psycholinguistics]
Generated description
Hispanic psycholinguistics is the branch of linguistics that investigates how speakers of Spanish and other Hispanic languages perceive, process, and produce language, often integrating cognitive and experimental methods.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Hispanic psycholinguistics Target entity description: Hispanic psycholinguistics is the branch of linguistics that investigates how speakers of Spanish and other Hispanic languages perceive, process, and produce language, often integrating cognitive and experimental methods.
-
A.
Hispanic linguistics
chosen
Hispanic linguistics is the academic field that studies the Spanish language and other Hispanic languages, including their structure, history, variation, and use in diverse social and cultural contexts.
-
B.
The Relation of Habitual Thought and Behavior to Language
"The Relation of Habitual Thought and Behavior to Language" is a seminal essay by linguist Benjamin Lee Whorf that articulates the idea that the structure of a language influences its speakers’ patterns of thought and behavior.
-
C.
Pan-Latinism
Pan-Latinism is a political and cultural ideology advocating unity and cooperation among Latin peoples and nations, particularly those sharing Romance languages and Latin-derived heritage.
-
D.
Hispano-Romance dialects
Hispano-Romance dialects are the medieval Romance speech varieties of the Iberian Peninsula that evolved from spoken Latin and gave rise to modern Ibero-Romance languages such as Spanish, Portuguese, and Galician.
-
E.
Linguistics and Language Behavior Abstracts
Linguistics and Language Behavior Abstracts is a specialized bibliographic database that provides abstracts and indexing for scholarly literature in linguistics, language studies, and related behavioral sciences.
- F. None of above.
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_69c0085628dc8190b334c1b44c067efc |
completed | March 22, 2026, 3:18 p.m. |
| NER | Named-entity recognition | batch_69c036b0993081908c239dd2901e6bbe |
completed | March 22, 2026, 6:36 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69c0b146ad348190baeeecb65f2bf811 |
completed | March 23, 2026, 3:19 a.m. |
| NEDg | Description generation | batch_69c0b2178dc48190948397b948dd1970 |
completed | March 23, 2026, 3:23 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69c0b29d6048819086c4d4cd01c64a51 |
completed | March 23, 2026, 3:25 a.m. |
Created at: March 22, 2026, 3:58 p.m.