Triple
T19757928
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Uptown Houston |
E474549
|
entity |
| Predicate | near |
P350
|
FINISHED |
| Object |
River Oaks area of Houston
The River Oaks area of Houston is an affluent, centrally located neighborhood known for its upscale homes, tree-lined streets, and proximity to major shopping and business districts.
|
E1394575
|
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: River Oaks area of Houston | Statement: [Uptown Houston, near, River Oaks area of Houston]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: River Oaks area of Houston Context triple: [Uptown Houston, near, River Oaks area of Houston]
-
A.
Northline area of Houston
The Northline area of Houston is a predominantly residential and commercial neighborhood in north Houston known for its shopping centers, diverse community, and improved transit access via the METRORail Red Line extension.
-
B.
Houston Heights area
The Houston Heights area is a historic, centrally located neighborhood in Houston known for its tree-lined streets, early-20th-century homes, and vibrant mix of local shops, restaurants, and arts venues.
-
C.
Kingwood, Houston
Kingwood, Houston is a large master-planned community in northeast Houston, Texas, known for its extensive greenbelt trails, suburban character, and family-oriented neighborhoods.
-
D.
West Houston
West Houston is a major suburban region of Houston, Texas, known for its residential communities, commercial centers, and proximity to key business districts like the Energy Corridor.
-
E.
Southeast Houston
Southeast Houston is a region of Houston, Texas that includes residential and commercial communities such as the Clear Lake area near the Gulf Coast.
- 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: River Oaks area of Houston Triple: [Uptown Houston, near, River Oaks area of Houston]
Generated description
The River Oaks area of Houston is an affluent, centrally located neighborhood known for its upscale homes, tree-lined streets, and proximity to major shopping and business districts.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: River Oaks area of Houston Target entity description: The River Oaks area of Houston is an affluent, centrally located neighborhood known for its upscale homes, tree-lined streets, and proximity to major shopping and business districts.
-
A.
Northline area of Houston
The Northline area of Houston is a predominantly residential and commercial neighborhood in north Houston known for its shopping centers, diverse community, and improved transit access via the METRORail Red Line extension.
-
B.
Houston Heights area
The Houston Heights area is a historic, centrally located neighborhood in Houston known for its tree-lined streets, early-20th-century homes, and vibrant mix of local shops, restaurants, and arts venues.
-
C.
Kingwood, Houston
Kingwood, Houston is a large master-planned community in northeast Houston, Texas, known for its extensive greenbelt trails, suburban character, and family-oriented neighborhoods.
-
D.
West Houston
West Houston is a major suburban region of Houston, Texas, known for its residential communities, commercial centers, and proximity to key business districts like the Energy Corridor.
-
E.
Southeast Houston
Southeast Houston is a region of Houston, Texas that includes residential and commercial communities such as the Clear Lake area near the Gulf Coast.
- 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_69d8e51940a0819087bd2996f98da668 |
completed | April 10, 2026, 11:55 a.m. |
| NER | Named-entity recognition | batch_69e6531d711c8190996fcf967c39c523 |
completed | April 20, 2026, 4:23 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a07bd69f9a481909c82253039af1ec1 |
completed | May 16, 2026, 12:42 a.m. |
| NEDg | Description generation | batch_6a07be1380608190b1efcd97a4bd0c15 |
completed | May 16, 2026, 12:45 a.m. |
| NED2 | Entity disambiguation (via description) | batch_6a07bfb095b08190a23710cf78a2b923 |
completed | May 16, 2026, 12:52 a.m. |
Created at: April 10, 2026, 1:48 p.m.