Triple
T12457337
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | David S. Ferriero |
E297691
|
entity |
| Predicate | familyName |
P18
|
FINISHED |
| Object |
Ferriero
Ferriero is a surname most notably associated with David S. Ferriero, the 10th Archivist of the United States.
|
E984409
|
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: Ferriero | Statement: [David S. Ferriero, familyName, Ferriero]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Ferriero Context triple: [David S. Ferriero, familyName, Ferriero]
-
A.
Zannone
Zannone is a small, uninhabited Italian island in the Tyrrhenian Sea, noted for its protected natural environment and inclusion in the Circeo National Park.
-
B.
Isnello
Isnello is a small historic town and municipality nestled in the Madonie mountain range in northern Sicily, Italy.
-
C.
Zanetto
Zanetto is a one-act opera by Italian composer Pietro Mascagni, known for its intimate, lyrical style and concise dramatic structure.
-
D.
Fuscaldo
Fuscaldo is a coastal town and comune in the Calabria region of southern Italy, known for its historic center and beaches along the Tyrrhenian Sea.
-
E.
Mazzantini
Mazzantini is an Italian surname most notably borne by the contemporary novelist and actress Margaret Mazzantini.
- 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: Ferriero Triple: [David S. Ferriero, familyName, Ferriero]
Generated description
Ferriero is a surname most notably associated with David S. Ferriero, the 10th Archivist of the United States.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Ferriero Target entity description: Ferriero is a surname most notably associated with David S. Ferriero, the 10th Archivist of the United States.
-
A.
Zannone
Zannone is a small, uninhabited Italian island in the Tyrrhenian Sea, noted for its protected natural environment and inclusion in the Circeo National Park.
-
B.
Isnello
Isnello is a small historic town and municipality nestled in the Madonie mountain range in northern Sicily, Italy.
-
C.
Zanetto
Zanetto is a one-act opera by Italian composer Pietro Mascagni, known for its intimate, lyrical style and concise dramatic structure.
-
D.
Fuscaldo
Fuscaldo is a coastal town and comune in the Calabria region of southern Italy, known for its historic center and beaches along the Tyrrhenian Sea.
-
E.
Mazzantini
Mazzantini is an Italian surname most notably borne by the contemporary novelist and actress Margaret Mazzantini.
- 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_69d6ada270808190b1a2b2e7b02bb426 |
completed | April 8, 2026, 7:33 p.m. |
| NER | Named-entity recognition | batch_69d94da46a588190bc888fafd6d1eb5d |
completed | April 10, 2026, 7:21 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69f63f1b0a3081909cf22970586755e9 |
completed | May 2, 2026, 6:14 p.m. |
| NEDg | Description generation | batch_69f64010a1348190afaf7b95b8f146b5 |
completed | May 2, 2026, 6:18 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69f640c33d948190ad8f9885f90786d7 |
completed | May 2, 2026, 6:21 p.m. |
Created at: April 8, 2026, 9:56 p.m.