Triple
T187870
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | El |
E4021
|
entity |
| Predicate | hasAbbreviation |
P43
|
FINISHED |
| Object |
MFL
MFL is a common abbreviation for "Modern Foreign Languages," typically referring to the study of contemporary non-native languages in educational settings.
|
E23882
|
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: MFL | Statement: [El, hasAbbreviation, MFL]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: MFL Context triple: [El, hasAbbreviation, MFL]
-
A.
French Without Tears
French Without Tears is a light-hearted 1936 stage comedy by British playwright Terence Rattigan, centered on young adults struggling with language lessons and romantic entanglements at a French seaside school.
-
B.
French
French is a Romance language that evolved from Latin and is now spoken worldwide as both a native and official language in many countries.
-
C.
Walloon language
Walloon language is a regional Romance language spoken primarily in southern Belgium, particularly in Wallonia, with its own distinct phonology and vocabulary separate from standard French.
-
D.
Romandy
Romandy is the French-speaking western region of Switzerland, encompassing cantons such as Geneva, Vaud, Neuchâtel, and Jura.
-
E.
Piedmontese
Piedmontese is a Romance language spoken primarily in Italy’s Piedmont region, distinct from standard Italian and recognized for its own rich literary and cultural tradition.
- 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: MFL Triple: [El, hasAbbreviation, MFL]
Generated description
MFL is a common abbreviation for "Modern Foreign Languages," typically referring to the study of contemporary non-native languages in educational settings.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: MFL Target entity description: MFL is a common abbreviation for "Modern Foreign Languages," typically referring to the study of contemporary non-native languages in educational settings.
-
A.
French Without Tears
French Without Tears is a light-hearted 1936 stage comedy by British playwright Terence Rattigan, centered on young adults struggling with language lessons and romantic entanglements at a French seaside school.
-
B.
French
French is a Romance language that evolved from Latin and is now spoken worldwide as both a native and official language in many countries.
-
C.
Francophonie
Francophonie is the global community of French-speaking countries, regions, and peoples connected by the use of the French language and shared cultural and institutional ties.
-
D.
Walloon language
Walloon language is a regional Romance language spoken primarily in southern Belgium, particularly in Wallonia, with its own distinct phonology and vocabulary separate from standard French.
-
E.
Romandy
Romandy is the French-speaking western region of Switzerland, encompassing cantons such as Geneva, Vaud, Neuchâtel, and Jura.
- 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_69a25497e2f08190a040f8c6e1842643 |
completed | Feb. 28, 2026, 2:36 a.m. |
| NER | Named-entity recognition | batch_69a2594940e48190a3d8efbce46241c3 |
completed | Feb. 28, 2026, 2:56 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69a30287094c8190ad4669e856a29f6c |
completed | Feb. 28, 2026, 2:58 p.m. |
| NEDg | Description generation | batch_69a3047bf9588190a147cea4f7b74f46 |
completed | Feb. 28, 2026, 3:06 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69a304fdf7888190b0e14ca4eeffe397 |
completed | Feb. 28, 2026, 3:08 p.m. |
Created at: Feb. 28, 2026, 2:40 a.m.