Triple
T3993054
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Victor Wong |
E87035
|
entity |
| Predicate | portrayed |
P1668
|
FINISHED |
| Object |
Walter Chang in Tremors
Walter Chang in Tremors is the opportunistic convenience store owner in the 1990 monster-comedy film, known for trying to profit from the deadly underground creatures terrorizing the small desert town.
|
E404187
|
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: Walter Chang in Tremors | Statement: [Victor Wong, portrayed, Walter Chang in Tremors]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Walter Chang in Tremors Context triple: [Victor Wong, portrayed, Walter Chang in Tremors]
-
A.
Charlie Tahan
Charlie Tahan is an American actor known for his roles in films like "Charlie St. Cloud" and "Super Dark Times" and TV series such as "Ozark" and "Wayward Pines."
-
B.
Christopher Denham
Christopher Denham is an American actor and filmmaker known for his supporting roles in films such as Argo and Shutter Island, as well as his work in independent cinema and television.
-
C.
Curt Menefee
Curt Menefee is an American sportscaster best known as the longtime studio host of Fox's NFL coverage.
-
D.
Professor Trevor Bruttenholm
Professor Trevor Bruttenholm is a scholarly occult expert and founding member of the Bureau for Paranormal Research and Defense who discovers, raises, and mentors the demon hero Hellboy.
-
E.
Conrad Kain
Conrad Kain was an Austrian mountain guide and pioneering alpinist renowned for numerous first ascents in the Canadian Rockies and beyond.
- 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: Walter Chang in Tremors Triple: [Victor Wong, portrayed, Walter Chang in Tremors]
Generated description
Walter Chang in Tremors is the opportunistic convenience store owner in the 1990 monster-comedy film, known for trying to profit from the deadly underground creatures terrorizing the small desert town.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Walter Chang in Tremors Target entity description: Walter Chang in Tremors is the opportunistic convenience store owner in the 1990 monster-comedy film, known for trying to profit from the deadly underground creatures terrorizing the small desert town.
-
A.
Charlie Tahan
Charlie Tahan is an American actor known for his roles in films like "Charlie St. Cloud" and "Super Dark Times" and TV series such as "Ozark" and "Wayward Pines."
-
B.
Christopher Denham
Christopher Denham is an American actor and filmmaker known for his supporting roles in films such as Argo and Shutter Island, as well as his work in independent cinema and television.
-
C.
Curt Menefee
Curt Menefee is an American sportscaster best known as the longtime studio host of Fox's NFL coverage.
-
D.
Professor Trevor Bruttenholm
Professor Trevor Bruttenholm is a scholarly occult expert and founding member of the Bureau for Paranormal Research and Defense who discovers, raises, and mentors the demon hero Hellboy.
-
E.
Conrad Kain
Conrad Kain was an Austrian mountain guide and pioneering alpinist renowned for numerous first ascents in the Canadian Rockies and beyond.
- 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_69aed94118148190975e6aa4e554cde9 |
completed | March 9, 2026, 2:29 p.m. |
| NER | Named-entity recognition | batch_69aefa1d9d8c8190982d092a73d38564 |
completed | March 9, 2026, 4:49 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b5403970e08190bb491048b1bd7b16 |
completed | March 14, 2026, 11:02 a.m. |
| NEDg | Description generation | batch_69b54112e3788190800e295a745c4689 |
completed | March 14, 2026, 11:05 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69b541808d548190987ad1538c647664 |
completed | March 14, 2026, 11:07 a.m. |
Created at: March 9, 2026, 3:33 p.m.