Triple
T14467939
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Cole Valley |
E358761
|
entity |
| Predicate | partOf |
P40
|
FINISHED |
| Object |
San Francisco residential neighborhoods
San Francisco residential neighborhoods are the city’s primarily housing-focused districts, ranging from quiet, family-oriented areas to dense, mixed-use communities that reflect its diverse cultures and historic character.
|
E1101220
|
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: San Francisco residential neighborhoods | Statement: [Cole Valley, partOf, San Francisco residential neighborhoods]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: San Francisco residential neighborhoods Context triple: [Cole Valley, partOf, San Francisco residential neighborhoods]
-
A.
East Side of San Francisco
The East Side of San Francisco is a broadly urban, historically working- and middle-class area that includes neighborhoods like the Mission District, known for its dense housing, cultural diversity, and vibrant commercial corridors.
-
B.
Northeast San Francisco
Northeast San Francisco is a dense, historic section of San Francisco that includes major neighborhoods such as Chinatown, North Beach, and the Financial District, known for their cultural landmarks, tourism, and waterfront access.
-
C.
Bayview Heights area of San Francisco
The Bayview Heights area of San Francisco is a southeastern residential and industrial neighborhood known for its hillside views, diverse community, and proximity to former Candlestick Park.
-
D.
West Side of San Francisco
The West Side of San Francisco is a largely residential, coastal area of the city known for its foggy weather, expansive beaches, and neighborhoods like the Sunset District.
-
E.
Mission District, San Francisco
Mission District, San Francisco is a historically Latino, culturally vibrant neighborhood known for its murals, nightlife, and namesake 18th-century Spanish mission.
- 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: San Francisco residential neighborhoods Triple: [Cole Valley, partOf, San Francisco residential neighborhoods]
Generated description
San Francisco residential neighborhoods are the city’s primarily housing-focused districts, ranging from quiet, family-oriented areas to dense, mixed-use communities that reflect its diverse cultures and historic character.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: San Francisco residential neighborhoods Target entity description: San Francisco residential neighborhoods are the city’s primarily housing-focused districts, ranging from quiet, family-oriented areas to dense, mixed-use communities that reflect its diverse cultures and historic character.
-
A.
East Side of San Francisco
The East Side of San Francisco is a broadly urban, historically working- and middle-class area that includes neighborhoods like the Mission District, known for its dense housing, cultural diversity, and vibrant commercial corridors.
-
B.
Northeast San Francisco
Northeast San Francisco is a dense, historic section of San Francisco that includes major neighborhoods such as Chinatown, North Beach, and the Financial District, known for their cultural landmarks, tourism, and waterfront access.
-
C.
Bayview Heights area of San Francisco
The Bayview Heights area of San Francisco is a southeastern residential and industrial neighborhood known for its hillside views, diverse community, and proximity to former Candlestick Park.
-
D.
West Side of San Francisco
The West Side of San Francisco is a largely residential, coastal area of the city known for its foggy weather, expansive beaches, and neighborhoods like the Sunset District.
-
E.
Mission District, San Francisco
Mission District, San Francisco is a historically Latino, culturally vibrant neighborhood known for its murals, nightlife, and namesake 18th-century Spanish mission.
- 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_69d827966698819082e140837737501d |
completed | April 9, 2026, 10:26 p.m. |
| NER | Named-entity recognition | batch_69de91f8613c819080424104c0b7f4c3 |
completed | April 14, 2026, 7:14 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69fd649beec88190861abb52c5a2733e |
completed | May 8, 2026, 4:20 a.m. |
| NEDg | Description generation | batch_69fd67b1ed2081908d3de6514078be49 |
completed | May 8, 2026, 4:33 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69fd682f28948190adc037c18c7deb93 |
completed | May 8, 2026, 4:35 a.m. |
Created at: April 10, 2026, 1:19 a.m.