Triple
T1638334
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Lou Ambers |
E35409
|
entity |
| Predicate | familyName |
P18
|
FINISHED |
| Object |
d'Ambrosio
d'Ambrosio is the original Italian family name of American lightweight boxing champion Lou Ambers.
|
E183635
|
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: d'Ambrosio | Statement: [Lou Ambers, familyName, d'Ambrosio]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: d'Ambrosio Context triple: [Lou Ambers, familyName, d'Ambrosio]
-
A.
Maximilian de Angelis
Maximilian de Angelis was an Austrian-born general who served in the German Wehrmacht during World War II, holding several high-level field commands on the Eastern Front.
-
B.
Joe Pichirallo
Joe Pichirallo is a film and television producer known for his work on projects such as the adaptation of "The Secret Life of Bees."
-
C.
Alonso
Alonso is a Spanish given name of Germanic origin, widely used across the Spanish-speaking world and historically borne by numerous nobles, writers, and fictional characters.
-
D.
Leclerc
Leclerc is the commonly used name for Philippe Leclerc de Hauteclocque, a renowned French general and key Free French commander during World War II.
-
E.
Virage Chatillon
Virage Chatillon is a French youth football club known for being one of the early teams in Thierry Henry’s development.
- 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: d'Ambrosio Triple: [Lou Ambers, familyName, d'Ambrosio]
Generated description
d'Ambrosio is the original Italian family name of American lightweight boxing champion Lou Ambers.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: d'Ambrosio Target entity description: d'Ambrosio is the original Italian family name of American lightweight boxing champion Lou Ambers.
-
A.
Maximilian de Angelis
Maximilian de Angelis was an Austrian-born general who served in the German Wehrmacht during World War II, holding several high-level field commands on the Eastern Front.
-
B.
Joe Pichirallo
Joe Pichirallo is a film and television producer known for his work on projects such as the adaptation of "The Secret Life of Bees."
-
C.
Alonso
Alonso is a Spanish given name of Germanic origin, widely used across the Spanish-speaking world and historically borne by numerous nobles, writers, and fictional characters.
-
D.
Leclerc
Leclerc is the commonly used name for Philippe Leclerc de Hauteclocque, a renowned French general and key Free French commander during World War II.
-
E.
Virage Chatillon
Virage Chatillon is a French youth football club known for being one of the early teams in Thierry Henry’s development.
- 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_69ad58ddfdbc819096578412818fdfbf |
completed | March 8, 2026, 11:09 a.m. |
| NEDg | Description generation | batch_69ad595841788190a97bbfded30110c5 |
completed | March 8, 2026, 11:11 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69ad59f329cc8190814de211fb00c7b8 |
completed | March 8, 2026, 11:13 a.m. |
Created at: March 4, 2026, 7:28 p.m.