Triple
T9854857
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Transporter 2 |
E239557
|
entity |
| Predicate | starring |
P1507
|
FINISHED |
| Object |
Amber Valletta
Amber Valletta is an American fashion model and actress known for her work in high-profile fashion campaigns and roles in films such as "Hitch" and "What Lies Beneath."
|
E824251
|
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: Amber Valletta | Statement: [Transporter 2, starring, Amber Valletta]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Amber Valletta Context triple: [Transporter 2, starring, Amber Valletta]
-
A.
Kate Upton
Kate Upton is an American model and actress best known for her appearances on the cover of the Sports Illustrated Swimsuit Issue and her work in film and fashion campaigns.
-
B.
Teala Loring
Teala Loring was an American film actress of the 1940s, known for her supporting roles in Hollywood features and as one of several sisters who also worked in the entertainment industry.
-
C.
Ashley Graham
Ashley Graham is the U.S. President’s kidnapped daughter whom Leon S. Kennedy must rescue in the survival horror video game Resident Evil 4.
-
D.
Alyssa Mastromonaco
Alyssa Mastromonaco is an American political strategist and former senior Obama administration official known for her work in White House operations and later as a media executive and author.
-
E.
Torri Higginson
Torri Higginson is a Canadian actress best known for her role as Dr. Elizabeth Weir on the science fiction television series Stargate Atlantis.
- 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: Amber Valletta Triple: [Transporter 2, starring, Amber Valletta]
Generated description
Amber Valletta is an American fashion model and actress known for her work in high-profile fashion campaigns and roles in films such as "Hitch" and "What Lies Beneath."
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Amber Valletta Target entity description: Amber Valletta is an American fashion model and actress known for her work in high-profile fashion campaigns and roles in films such as "Hitch" and "What Lies Beneath."
-
A.
Kate Upton
Kate Upton is an American model and actress best known for her appearances on the cover of the Sports Illustrated Swimsuit Issue and her work in film and fashion campaigns.
-
B.
Teala Loring
Teala Loring was an American film actress of the 1940s, known for her supporting roles in Hollywood features and as one of several sisters who also worked in the entertainment industry.
-
C.
Ashley Graham
Ashley Graham is the U.S. President’s kidnapped daughter whom Leon S. Kennedy must rescue in the survival horror video game Resident Evil 4.
-
D.
Alyssa Mastromonaco
Alyssa Mastromonaco is an American political strategist and former senior Obama administration official known for her work in White House operations and later as a media executive and author.
-
E.
Torri Higginson
Torri Higginson is a Canadian actress best known for her role as Dr. Elizabeth Weir on the science fiction television series Stargate Atlantis.
- 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_69ca84e4fdc08190a624425bcef98665 |
completed | March 30, 2026, 2:12 p.m. |
| NER | Named-entity recognition | batch_69cdb3960fb481909c90d6d6cafc6222 |
completed | April 2, 2026, 12:08 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69d1d5f5b6148190bcccebd0aefb4bc9 |
completed | April 5, 2026, 3:24 a.m. |
| NEDg | Description generation | batch_69d1d6917f0081908b2c82a826873faf |
completed | April 5, 2026, 3:27 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69d1d73452b48190ac3a0d6498a9a641 |
completed | April 5, 2026, 3:29 a.m. |
Created at: March 30, 2026, 8:34 p.m.