Triple
T3011979
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | This Is Us |
E82242
|
entity |
| Predicate | mainCastMember |
P5563
|
FINISHED |
| Object |
Milo Ventimiglia
Milo Ventimiglia is an American actor best known for his roles on the television series "Gilmore Girls," "Heroes," and "This Is Us."
|
E317653
|
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: Milo Ventimiglia | Statement: [This Is Us, mainCastMember, Milo Ventimiglia]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Milo Ventimiglia Context triple: [This Is Us, mainCastMember, Milo Ventimiglia]
-
A.
Elliot Grey
Elliot Grey is a fictional character from the "Fifty Shades" series, known as Christian Grey’s charming and outgoing older brother.
-
B.
Neil Patrick Harris
Neil Patrick Harris is an American actor, comedian, and magician best known for his roles in the TV series "How I Met Your Mother" and "Doogie Howser, M.D."
-
C.
Matt Bomer
Matt Bomer is an American actor known for his roles in the TV series "White Collar" and films such as "Magic Mike" and "The Normal Heart."
-
D.
Tyler Hoechlin
Tyler Hoechlin is an American actor best known for roles such as Derek Hale on "Teen Wolf" and Superman/Clark Kent in the Arrowverse series.
-
E.
Emile Hirsch
Emile Hirsch is an American actor known for his intense performances in films such as "Into the Wild," "Milk," and "Lone Survivor."
- 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: Milo Ventimiglia Triple: [This Is Us, mainCastMember, Milo Ventimiglia]
Generated description
Milo Ventimiglia is an American actor best known for his roles on the television series "Gilmore Girls," "Heroes," and "This Is Us."
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Milo Ventimiglia Target entity description: Milo Ventimiglia is an American actor best known for his roles on the television series "Gilmore Girls," "Heroes," and "This Is Us."
-
A.
Elliot Grey
Elliot Grey is a fictional character from the "Fifty Shades" series, known as Christian Grey’s charming and outgoing older brother.
-
B.
Neil Patrick Harris
Neil Patrick Harris is an American actor, comedian, and magician best known for his roles in the TV series "How I Met Your Mother" and "Doogie Howser, M.D."
-
C.
Matt Bomer
Matt Bomer is an American actor known for his roles in the TV series "White Collar" and films such as "Magic Mike" and "The Normal Heart."
-
D.
Tyler Hoechlin
Tyler Hoechlin is an American actor best known for roles such as Derek Hale on "Teen Wolf" and Superman/Clark Kent in the Arrowverse series.
-
E.
Emile Hirsch
Emile Hirsch is an American actor known for his intense performances in films such as "Into the Wild," "Milk," and "Lone Survivor."
- 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_69ad8b1eb53481908c39bbcd1ec104b2 |
completed | March 8, 2026, 2:43 p.m. |
| NER | Named-entity recognition | batch_69ad9a66c334819082d1d320c48eca1b |
completed | March 8, 2026, 3:48 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b12e6410e481909753bef34e053363 |
completed | March 11, 2026, 8:57 a.m. |
| NEDg | Description generation | batch_69b12f324fdc8190a279a773ef32ed01 |
completed | March 11, 2026, 9 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69b1c641f3308190912252e5d5e4f843 |
completed | March 11, 2026, 7:45 p.m. |
Created at: March 8, 2026, 3 p.m.