Triple
T10191573
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Muni Metro J Church line |
E238047
|
entity |
| Predicate | serves |
P98
|
FINISHED |
| Object |
Balboa Park neighborhood
The Balboa Park neighborhood is a residential area in San Francisco known for its proximity to Balboa Park, City College of San Francisco, and convenient public transit connections.
|
E847500
|
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: Balboa Park neighborhood | Statement: [Muni Metro J Church line, serves, Balboa Park neighborhood]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Balboa Park neighborhood Context triple: [Muni Metro J Church line, serves, Balboa Park neighborhood]
-
A.
San Ysidro neighborhood of San Diego
The San Ysidro neighborhood of San Diego is a densely populated border community at the southernmost end of the city, known for its major commercial district and role as a gateway between the United States and Mexico.
-
B.
Los Cedros neighborhood
Los Cedros neighborhood is a residential area in the Usaquén locality of northern Bogotá, Colombia, known for its quiet streets and proximity to commercial and service zones.
-
C.
Clairemont neighborhood
Clairemont is a large residential neighborhood in San Diego, California, known for its post–World War II suburban development, mesa-top views, and proximity to Mission Bay and major freeways.
-
D.
San Ysidro neighborhood
The San Ysidro neighborhood is a border community in the southernmost part of San Diego, California, known for its proximity to the U.S.–Mexico border crossing at Tijuana and its busy commercial and transit activity.
-
E.
Expo Park/USC area
The Expo Park/USC area is a Los Angeles neighborhood anchored by the University of Southern California and Exposition Park’s major museums and sports venues, including the Los Angeles Memorial Coliseum.
- 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: Balboa Park neighborhood Triple: [Muni Metro J Church line, serves, Balboa Park neighborhood]
Generated description
The Balboa Park neighborhood is a residential area in San Francisco known for its proximity to Balboa Park, City College of San Francisco, and convenient public transit connections.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Balboa Park neighborhood Target entity description: The Balboa Park neighborhood is a residential area in San Francisco known for its proximity to Balboa Park, City College of San Francisco, and convenient public transit connections.
-
A.
San Ysidro neighborhood of San Diego
The San Ysidro neighborhood of San Diego is a densely populated border community at the southernmost end of the city, known for its major commercial district and role as a gateway between the United States and Mexico.
-
B.
Los Cedros neighborhood
Los Cedros neighborhood is a residential area in the Usaquén locality of northern Bogotá, Colombia, known for its quiet streets and proximity to commercial and service zones.
-
C.
Clairemont neighborhood
Clairemont is a large residential neighborhood in San Diego, California, known for its post–World War II suburban development, mesa-top views, and proximity to Mission Bay and major freeways.
-
D.
San Ysidro neighborhood
The San Ysidro neighborhood is a border community in the southernmost part of San Diego, California, known for its proximity to the U.S.–Mexico border crossing at Tijuana and its busy commercial and transit activity.
-
E.
Expo Park/USC area
The Expo Park/USC area is a Los Angeles neighborhood anchored by the University of Southern California and Exposition Park’s major museums and sports venues, including the Los Angeles Memorial Coliseum.
- 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_69ca84de1b208190bf17bb305b002605 |
completed | March 30, 2026, 2:12 p.m. |
| NER | Named-entity recognition | batch_69cded7eb1148190a2d175163685e233 |
completed | April 2, 2026, 4:15 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69d317c0c22881909ed388721e80bafd |
completed | April 6, 2026, 2:17 a.m. |
| NEDg | Description generation | batch_69d31b7fc66c8190b9de24200c149b45 |
completed | April 6, 2026, 2:33 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69d31c7bf1f88190beef483458923787 |
completed | April 6, 2026, 2:37 a.m. |
Created at: March 30, 2026, 9:13 p.m.