Triple
T5093922
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Southwest Houston |
E114820
|
entity |
| Predicate | hasNeighborhood |
P40
|
FINISHED |
| Object |
Chinatown, Houston
Chinatown, Houston is a major Asian business and cultural district in Houston known for its diverse restaurants, supermarkets, and shops reflecting Chinese and broader East and Southeast Asian communities.
|
E493743
|
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: Chinatown, Houston | Statement: [Southwest Houston, hasNeighborhood, Chinatown, Houston]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Chinatown, Houston Context triple: [Southwest Houston, hasNeighborhood, Chinatown, Houston]
-
A.
Chinatown, Chicago
Chinatown, Chicago is a vibrant historic neighborhood on the South Side known for its Chinese-American community, restaurants, shops, and cultural landmarks.
-
B.
Chinatown, Philadelphia
Chinatown, Philadelphia is a historic and vibrant Asian American neighborhood known for its Chinese restaurants, markets, cultural institutions, and community events in downtown Philadelphia.
-
C.
Chinatown, Los Angeles
Chinatown, Los Angeles is a historic neighborhood and cultural district known for its Chinese-American community, restaurants, markets, and iconic architecture just north of downtown Los Angeles.
-
D.
Kobe Chinatown
Kobe Chinatown is a compact, bustling Chinese district in central Kobe, Japan, known for its vibrant streets, food stalls, and cultural festivals.
-
E.
Chinatown, Honolulu
Chinatown, Honolulu is a historic neighborhood on the western edge of downtown Honolulu known for its Chinese and Asian cultural heritage, markets, eateries, and arts scene.
- 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: Chinatown, Houston Triple: [Southwest Houston, hasNeighborhood, Chinatown, Houston]
Generated description
Chinatown, Houston is a major Asian business and cultural district in Houston known for its diverse restaurants, supermarkets, and shops reflecting Chinese and broader East and Southeast Asian communities.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Chinatown, Houston Target entity description: Chinatown, Houston is a major Asian business and cultural district in Houston known for its diverse restaurants, supermarkets, and shops reflecting Chinese and broader East and Southeast Asian communities.
-
A.
Chinatown, Chicago
Chinatown, Chicago is a vibrant historic neighborhood on the South Side known for its Chinese-American community, restaurants, shops, and cultural landmarks.
-
B.
Chinatown, Philadelphia
Chinatown, Philadelphia is a historic and vibrant Asian American neighborhood known for its Chinese restaurants, markets, cultural institutions, and community events in downtown Philadelphia.
-
C.
Chinatown, Los Angeles
Chinatown, Los Angeles is a historic neighborhood and cultural district known for its Chinese-American community, restaurants, markets, and iconic architecture just north of downtown Los Angeles.
-
D.
Kobe Chinatown
Kobe Chinatown is a compact, bustling Chinese district in central Kobe, Japan, known for its vibrant streets, food stalls, and cultural festivals.
-
E.
Chinatown, Honolulu
Chinatown, Honolulu is a historic neighborhood on the western edge of downtown Honolulu known for its Chinese and Asian cultural heritage, markets, eateries, and arts scene.
- 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_69bd443fc49c819089629c00e311310c |
completed | March 20, 2026, 12:57 p.m. |
| NER | Named-entity recognition | batch_69bd75454920819086e09d6055087e40 |
completed | March 20, 2026, 4:26 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69beba76ef188190ab31623d1a44ebb9 |
completed | March 21, 2026, 3:34 p.m. |
| NEDg | Description generation | batch_69bebb8e5f1c819082f0b59e9524d6e8 |
completed | March 21, 2026, 3:38 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69bebc30029081909b5c937308fefcf2 |
completed | March 21, 2026, 3:41 p.m. |
Created at: March 20, 2026, 1:40 p.m.