Triple
T20174228
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Hope & Faith |
E492046
|
entity |
| Predicate | character |
P662
|
FINISHED |
| Object |
Justin Shanowski
Justin Shanowski is a fictional character from the American sitcom "Hope & Faith," which centers on the comedic chaos within a suburban family.
|
E1427905
|
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: Justin Shanowski | Statement: [Hope & Faith, character, Justin Shanowski]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Justin Shanowski Context triple: [Hope & Faith, character, Justin Shanowski]
-
A.
Shane Vendrell
Shane Vendrell is a volatile and morally compromised detective on the TV series "The Shield," known for his loyalty to Vic Mackey and his descent into increasingly tragic and violent choices.
-
B.
Justin Cifaretto
Justin Cifaretto is the son of New Jersey mobster Ralph Cifaretto in the television series "The Sopranos."
-
C.
Justin Neudecker
Justin Neudecker is a character associated with Hammad, likely appearing in the same narrative or creative work.
-
D.
Josh Sborz
Josh Sborz is an American professional baseball pitcher known for his standout collegiate career at the University of Virginia, where he helped lead the Cavaliers to a national championship.
-
E.
Justin Zackham
Justin Zackham is an American screenwriter and producer best known for writing the hit film "The Bucket List" and creating the FX series "Lights Out."
- 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: Justin Shanowski Triple: [Hope & Faith, character, Justin Shanowski]
Generated description
Justin Shanowski is a fictional character from the American sitcom "Hope & Faith," which centers on the comedic chaos within a suburban family.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Justin Shanowski Target entity description: Justin Shanowski is a fictional character from the American sitcom "Hope & Faith," which centers on the comedic chaos within a suburban family.
-
A.
Shane Vendrell
Shane Vendrell is a volatile and morally compromised detective on the TV series "The Shield," known for his loyalty to Vic Mackey and his descent into increasingly tragic and violent choices.
-
B.
Justin Cifaretto
Justin Cifaretto is the son of New Jersey mobster Ralph Cifaretto in the television series "The Sopranos."
-
C.
Justin Neudecker
Justin Neudecker is a character associated with Hammad, likely appearing in the same narrative or creative work.
-
D.
Josh Sborz
Josh Sborz is an American professional baseball pitcher known for his standout collegiate career at the University of Virginia, where he helped lead the Cavaliers to a national championship.
-
E.
Justin Zackham
Justin Zackham is an American screenwriter and producer best known for writing the hit film "The Bucket List" and creating the FX series "Lights Out."
- 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_69da6266c6888190bc1a3ecf24814d34 |
completed | April 11, 2026, 3:01 p.m. |
| NER | Named-entity recognition | batch_69e6684a33688190b22cfc16907e76bc |
completed | April 20, 2026, 5:54 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a0876004cc88190be38bcd1a5f0770b |
completed | May 16, 2026, 1:49 p.m. |
| NEDg | Description generation | batch_6a08771f7edc8190b0c1dce8f5f6e145 |
completed | May 16, 2026, 1:54 p.m. |
| NED2 | Entity disambiguation (via description) | batch_6a0877ac99408190a31ee21894770334 |
completed | May 16, 2026, 1:57 p.m. |
Created at: April 11, 2026, 11:36 p.m.