Triple
T12967798
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Ed Vargo |
E321310
|
entity |
| Predicate | familyName |
P18
|
FINISHED |
| Object |
Vargo
Vargo is a surname most notably associated with Ed Vargo, an American Major League Baseball umpire.
|
E1013202
|
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: Vargo | Statement: [Ed Vargo, familyName, Vargo]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Vargo Context triple: [Ed Vargo, familyName, Vargo]
-
A.
Benvie
Benvie is a small rural parish in Angus, Scotland, historically notable as the birthplace of mathematician and geologist John Playfair.
-
B.
Burkard
Burkard is a surname of German origin borne by various individuals and families around the world.
-
C.
Ottis
Ottis is a masculine given name most notably borne by former NFL running back Ottis Anderson.
-
D.
Ramolino
Ramolino is an Italian surname historically associated with Corsican nobility and notably borne by Letizia Ramolino, the mother of Napoleon Bonaparte.
-
E.
Silliphant
Silliphant is a surname most notably associated with Stirling Silliphant, the Academy Award–winning American screenwriter known for works like "In the Heat of the Night."
- 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: Vargo Triple: [Ed Vargo, familyName, Vargo]
Generated description
Vargo is a surname most notably associated with Ed Vargo, an American Major League Baseball umpire.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Vargo Target entity description: Vargo is a surname most notably associated with Ed Vargo, an American Major League Baseball umpire.
-
A.
Benvie
Benvie is a small rural parish in Angus, Scotland, historically notable as the birthplace of mathematician and geologist John Playfair.
-
B.
Burkard
Burkard is a surname of German origin borne by various individuals and families around the world.
-
C.
Ottis
Ottis is a masculine given name most notably borne by former NFL running back Ottis Anderson.
-
D.
Ramolino
Ramolino is an Italian surname historically associated with Corsican nobility and notably borne by Letizia Ramolino, the mother of Napoleon Bonaparte.
-
E.
Silliphant
Silliphant is a surname most notably associated with Stirling Silliphant, the Academy Award–winning American screenwriter known for works like "In the Heat of the Night."
- 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_69d80763bd6c819094437da5b20b01d2 |
completed | April 9, 2026, 8:09 p.m. |
| NER | Named-entity recognition | batch_69d97e3f702481908f0f90f4f12d3f4d |
completed | April 10, 2026, 10:48 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69f6b8e4e1a48190b8f7253717746295 |
completed | May 3, 2026, 2:54 a.m. |
| NEDg | Description generation | batch_69f6b9db8164819086a3a27692d681d5 |
completed | May 3, 2026, 2:58 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69f6bb337b708190a874cec01d588236 |
completed | May 3, 2026, 3:04 a.m. |
Created at: April 9, 2026, 8:31 p.m.