Triple
T16635491
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Walter Chang |
E404187
|
entity |
| Predicate | employer |
P7
|
FINISHED |
| Object |
Walter Chang's Market
Walter Chang's Market is the small rural convenience store featured in the 1990 cult horror film "Tremors," serving as a central location in the story.
|
E1224188
|
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's Market | Statement: [Walter Chang, employer, Walter Chang's Market]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Walter Chang's Market Context triple: [Walter Chang, employer, Walter Chang's Market]
-
A.
Hung Hom Market
Hung Hom Market is a local indoor wet market in Hong Kong’s Hung Hom district, offering fresh produce, meat, seafood, and daily necessities to neighborhood residents.
-
B.
Shek Wu Hui Market
Shek Wu Hui Market is a traditional public market complex in Sheung Shui, Hong Kong, known for its fresh produce, meat, seafood, and everyday household goods.
-
C.
Sam Chuk Market
Sam Chuk Market is a historic riverside wooden market in Thailand known for its well-preserved traditional architecture, local food, and cultural heritage atmosphere.
-
D.
Empress Market
Empress Market is a historic British-era marketplace in Karachi, Pakistan, known for its bustling stalls, colonial architecture, and central role in the city’s commercial life.
-
E.
Chinatown Gateway
Chinatown Gateway is a prominent traditional-style archway that serves as the symbolic entrance to Portland, Oregon’s Old Town Chinatown neighborhood.
- 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's Market Triple: [Walter Chang, employer, Walter Chang's Market]
Generated description
Walter Chang's Market is the small rural convenience store featured in the 1990 cult horror film "Tremors," serving as a central location in the story.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Walter Chang's Market Target entity description: Walter Chang's Market is the small rural convenience store featured in the 1990 cult horror film "Tremors," serving as a central location in the story.
-
A.
Hung Hom Market
Hung Hom Market is a local indoor wet market in Hong Kong’s Hung Hom district, offering fresh produce, meat, seafood, and daily necessities to neighborhood residents.
-
B.
Shek Wu Hui Market
Shek Wu Hui Market is a traditional public market complex in Sheung Shui, Hong Kong, known for its fresh produce, meat, seafood, and everyday household goods.
-
C.
Sam Chuk Market
Sam Chuk Market is a historic riverside wooden market in Thailand known for its well-preserved traditional architecture, local food, and cultural heritage atmosphere.
-
D.
Empress Market
Empress Market is a historic British-era marketplace in Karachi, Pakistan, known for its bustling stalls, colonial architecture, and central role in the city’s commercial life.
-
E.
Chinatown Gateway
Chinatown Gateway is a prominent traditional-style archway that serves as the symbolic entrance to Portland, Oregon’s Old Town Chinatown neighborhood.
- 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_69d8838a41f08190b0c3f79c47df5078 |
completed | April 10, 2026, 4:58 a.m. |
| NER | Named-entity recognition | batch_69e378e999d48190bff680040dbc883d |
completed | April 18, 2026, 12:28 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a007dc05bd881909c6b2e0d95622aa1 |
completed | May 10, 2026, 12:44 p.m. |
| NEDg | Description generation | batch_6a007e1909b88190ad2587b5d5433e2e |
completed | May 10, 2026, 12:46 p.m. |
| NED2 | Entity disambiguation (via description) | batch_6a007eda229c8190a6b99400141cf0b6 |
completed | May 10, 2026, 12:49 p.m. |
Created at: April 10, 2026, 5:17 a.m.