Triple
T1073703
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Alamo Square |
E23384
|
entity |
| Predicate | hasNearbyAttraction |
P2064
|
FINISHED |
| Object |
Hayes Valley
Hayes Valley is a trendy San Francisco neighborhood known for its boutiques, restaurants, and vibrant arts and nightlife scene.
|
E129478
|
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: Hayes Valley | Statement: [Alamo Square, hasNearbyAttraction, Hayes Valley]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Hayes Valley Context triple: [Alamo Square, hasNearbyAttraction, Hayes Valley]
-
A.
Nob Hill
Nob Hill is an affluent, historic San Francisco neighborhood known for its luxury hotels, steep streets, and iconic cable cars.
-
B.
Western Addition
Western Addition is a historic San Francisco neighborhood known for its Victorian architecture, diverse communities, and proximity to areas like Alamo Square and Japantown.
-
C.
Alamo Square
Alamo Square is a San Francisco neighborhood and park best known for its iconic Victorian houses and panoramic views of the city skyline.
-
D.
Telegraph Hill
Telegraph Hill is a historic San Francisco neighborhood and prominent hill known for its sweeping bay views, steep stairways, and flocks of wild parrots.
-
E.
Pacific Heights
Pacific Heights is an affluent San Francisco neighborhood known for its historic mansions, scenic views of the bay, and upscale, residential character.
- 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: Hayes Valley Triple: [Alamo Square, hasNearbyAttraction, Hayes Valley]
Generated description
Hayes Valley is a trendy San Francisco neighborhood known for its boutiques, restaurants, and vibrant arts and nightlife scene.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Hayes Valley Target entity description: Hayes Valley is a trendy San Francisco neighborhood known for its boutiques, restaurants, and vibrant arts and nightlife scene.
-
A.
Nob Hill
Nob Hill is an affluent, historic San Francisco neighborhood known for its luxury hotels, steep streets, and iconic cable cars.
-
B.
Western Addition
Western Addition is a historic San Francisco neighborhood known for its Victorian architecture, diverse communities, and proximity to areas like Alamo Square and Japantown.
-
C.
Alamo Square
Alamo Square is a San Francisco neighborhood and park best known for its iconic Victorian houses and panoramic views of the city skyline.
-
D.
Telegraph Hill
Telegraph Hill is a historic San Francisco neighborhood and prominent hill known for its sweeping bay views, steep stairways, and flocks of wild parrots.
-
E.
Pacific Heights
Pacific Heights is an affluent San Francisco neighborhood known for its historic mansions, scenic views of the bay, and upscale, residential character.
- 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_69a493ee1f908190992b5f0d1b04459b |
completed | March 1, 2026, 7:30 p.m. |
| NER | Named-entity recognition | batch_69a4b92afad88190b7705923f71fc760 |
completed | March 1, 2026, 10:09 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ac599c08f481908b720e2cc7c4a5ef |
completed | March 7, 2026, 5 p.m. |
| NEDg | Description generation | batch_69ac5a6b43cc81908086f4c4e2bb34c8 |
completed | March 7, 2026, 5:03 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69ac5add366c819086a01654c6cdcf38 |
completed | March 7, 2026, 5:05 p.m. |
Created at: March 1, 2026, 7:42 p.m.