Triple
T1321567
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Piedmont |
E28229
|
entity |
| Predicate | hasSubregion |
P285
|
FINISHED |
| Object |
Langhe
Langhe is a renowned hilly wine-producing region in northwestern Italy, famous for its Barolo and Barbaresco wines, truffles, and picturesque landscapes.
|
E150888
|
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: Langhe | Statement: [Piedmont, hasSubregion, Langhe]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Langhe Context triple: [Piedmont, hasSubregion, Langhe]
-
A.
Monferrino Piedmontese
Monferrino Piedmontese is a regional variety of the Piedmontese language spoken in the Monferrato area of northwestern Italy, characterized by its distinct phonetic and lexical features.
-
B.
Grazzano Monferrato
Grazzano Monferrato is a small town in Italy’s Piedmont region, historically notable as the birthplace of Marshal Pietro Badoglio.
-
C.
Alessandrino Piedmontese
Alessandrino Piedmontese is a regional variety of the Piedmontese language traditionally spoken in and around the city and province of Alessandria in northwestern Italy.
-
D.
Collio
Collio is a renowned wine-producing area in northeastern Italy, celebrated for its high-quality white wines made from both indigenous and international grape varieties.
-
E.
Canavese Piedmontese
Canavese Piedmontese is a regional variety of the Piedmontese language spoken in the Canavese area of northwestern Italy.
- 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: Langhe Triple: [Piedmont, hasSubregion, Langhe]
Generated description
Langhe is a renowned hilly wine-producing region in northwestern Italy, famous for its Barolo and Barbaresco wines, truffles, and picturesque landscapes.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Langhe Target entity description: Langhe is a renowned hilly wine-producing region in northwestern Italy, famous for its Barolo and Barbaresco wines, truffles, and picturesque landscapes.
-
A.
Monferrino Piedmontese
Monferrino Piedmontese is a regional variety of the Piedmontese language spoken in the Monferrato area of northwestern Italy, characterized by its distinct phonetic and lexical features.
-
B.
Grazzano Monferrato
Grazzano Monferrato is a small town in Italy’s Piedmont region, historically notable as the birthplace of Marshal Pietro Badoglio.
-
C.
Alessandrino Piedmontese
Alessandrino Piedmontese is a regional variety of the Piedmontese language traditionally spoken in and around the city and province of Alessandria in northwestern Italy.
-
D.
Collio
Collio is a renowned wine-producing area in northeastern Italy, celebrated for its high-quality white wines made from both indigenous and international grape varieties.
-
E.
Canavese Piedmontese
Canavese Piedmontese is a regional variety of the Piedmontese language spoken in the Canavese area of northwestern Italy.
- 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_69a498540a2481909e807a762280d3ba |
completed | March 1, 2026, 7:49 p.m. |
| NER | Named-entity recognition | batch_69a4c19932888190a3d45871e84f112e |
completed | March 1, 2026, 10:45 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69acbaf6a6d08190b8a30c2c64f15f59 |
completed | March 7, 2026, 11:55 p.m. |
| NEDg | Description generation | batch_69acbbd8b6b881908412e5ab5d9baf79 |
completed | March 7, 2026, 11:59 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69acbd0dcf74819093b5985b0f3bc8a2 |
completed | March 8, 2026, 12:04 a.m. |
Created at: March 1, 2026, 7:55 p.m.