Triple
T1638332
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Lou Ambers |
E35409
|
entity |
| Predicate | fullName |
P16
|
FINISHED |
| Object |
Luigi Giuseppe d'Ambrosio
Luigi Giuseppe d'Ambrosio, better known as Lou Ambers, was an American professional boxer who held the world lightweight championship in the 1930s.
|
E268200
|
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: Luigi Giuseppe d'Ambrosio | Statement: [Lou Ambers, fullName, Luigi Giuseppe d'Ambrosio]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Luigi Giuseppe d'Ambrosio Context triple: [Lou Ambers, fullName, Luigi Giuseppe d'Ambrosio]
-
A.
Arturo Giovannitti
Arturo Giovannitti was an Italian-American poet, labor leader, and prominent organizer in the early 20th-century U.S. labor movement.
-
B.
Luigi Barra
Luigi Barra is an individual recognized for being a notable bearer of the Italian surname Barra.
-
C.
Giuseppe Marrucci
Giuseppe Marrucci is a distinguished scientist in the field of rheology and polymer science, recognized for his influential theoretical and experimental contributions.
-
D.
Ignazio La Russa
Ignazio La Russa is an Italian right-wing politician and lawyer who has held prominent roles in national politics, including serving as President of the Senate.
-
E.
Luigi Moretti
Luigi Moretti was an influential 20th-century Italian architect known for his innovative modernist designs and contributions to both European and international architecture.
- 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: Luigi Giuseppe d'Ambrosio Triple: [Lou Ambers, fullName, Luigi Giuseppe d'Ambrosio]
Generated description
Luigi Giuseppe d'Ambrosio, better known as Lou Ambers, was an American professional boxer who held the world lightweight championship in the 1930s.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Luigi Giuseppe d'Ambrosio Target entity description: Luigi Giuseppe d'Ambrosio, better known as Lou Ambers, was an American professional boxer who held the world lightweight championship in the 1930s.
-
A.
Arturo Giovannitti
Arturo Giovannitti was an Italian-American poet, labor leader, and prominent organizer in the early 20th-century U.S. labor movement.
-
B.
Luigi Barra
Luigi Barra is an individual recognized for being a notable bearer of the Italian surname Barra.
-
C.
Giuseppe Marrucci
Giuseppe Marrucci is a distinguished scientist in the field of rheology and polymer science, recognized for his influential theoretical and experimental contributions.
-
D.
Ignazio La Russa
Ignazio La Russa is an Italian right-wing politician and lawyer who has held prominent roles in national politics, including serving as President of the Senate.
-
E.
Luigi Moretti
Luigi Moretti was an influential 20th-century Italian architect known for his innovative modernist designs and contributions to both European and international architecture.
- 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_69a88604618c81908b41f6429c431eb6 |
completed | March 4, 2026, 7:20 p.m. |
| NER | Named-entity recognition | batch_69a90a1ac46081909f10e793898a9911 |
completed | March 5, 2026, 4:44 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69aef06b043481909eb0195456f1f7fa |
completed | March 9, 2026, 4:08 p.m. |
| NEDg | Description generation | batch_69aef5f1aafc8190b3f08ba728b73122 |
completed | March 9, 2026, 4:31 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69aef6c34e748190b079d7600f6f7ed5 |
completed | March 9, 2026, 4:35 p.m. |
Created at: March 4, 2026, 7:28 p.m.