Triple
T8298948
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Laurel District |
E194295
|
entity |
| Predicate | hasCommunityOrganization |
P12098
|
FINISHED |
| Object |
Laurel Business Improvement District
Laurel Business Improvement District is a community-based organization that promotes economic development, beautification, and local business support in Oakland’s Laurel District.
|
E724506
|
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: Laurel Business Improvement District | Statement: [Laurel District, hasCommunityOrganization, Laurel Business Improvement District]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Laurel Business Improvement District Context triple: [Laurel District, hasCommunityOrganization, Laurel Business Improvement District]
-
A.
Laurel Village shopping center
Laurel Village shopping center is a neighborhood retail complex in San Francisco known for its mix of shops, services, and eateries serving the Laurel Heights community.
-
B.
Laurel Heights
Laurel Heights is a San Francisco neighborhood that hosts one of the University of California, San Francisco’s satellite campus sites, known for its mix of residential streets and institutional buildings.
-
C.
Laurelwood Park
Laurelwood Park is a neighborhood public park in San Mateo, California, known for its open green spaces, playgrounds, and access to nearby hiking trails.
-
D.
Laurel Park Place
Laurel Park Place is an enclosed regional shopping mall in Livonia, Michigan, featuring a variety of retail stores, dining options, and services.
-
E.
Laurel Main Street Historic District
Laurel Main Street Historic District is a preserved historic commercial and residential area in Laurel, Maryland, known for its late 19th- and early 20th-century architecture and small-town main street 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: Laurel Business Improvement District Triple: [Laurel District, hasCommunityOrganization, Laurel Business Improvement District]
Generated description
Laurel Business Improvement District is a community-based organization that promotes economic development, beautification, and local business support in Oakland’s Laurel District.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Laurel Business Improvement District Target entity description: Laurel Business Improvement District is a community-based organization that promotes economic development, beautification, and local business support in Oakland’s Laurel District.
-
A.
Laurel Village shopping center
Laurel Village shopping center is a neighborhood retail complex in San Francisco known for its mix of shops, services, and eateries serving the Laurel Heights community.
-
B.
Laurel Heights
Laurel Heights is a San Francisco neighborhood that hosts one of the University of California, San Francisco’s satellite campus sites, known for its mix of residential streets and institutional buildings.
-
C.
Laurelwood Park
Laurelwood Park is a neighborhood public park in San Mateo, California, known for its open green spaces, playgrounds, and access to nearby hiking trails.
-
D.
Laurel Park Place
Laurel Park Place is an enclosed regional shopping mall in Livonia, Michigan, featuring a variety of retail stores, dining options, and services.
-
E.
Laurel Main Street Historic District
Laurel Main Street Historic District is a preserved historic commercial and residential area in Laurel, Maryland, known for its late 19th- and early 20th-century architecture and small-town main street 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_69ca82e50ebc81909aa7b260c76bd757 |
completed | March 30, 2026, 2:04 p.m. |
| NER | Named-entity recognition | batch_69cb7dfb60e48190bfa5de1c1496d3b5 |
completed | March 31, 2026, 7:55 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69cd68b6ad30819090d34d8e79cee634 |
completed | April 1, 2026, 6:49 p.m. |
| NEDg | Description generation | batch_69cd6d574ba88190a2538897d201d8c4 |
completed | April 1, 2026, 7:09 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69cd7e536724819095ad006bc0f013a4 |
completed | April 1, 2026, 8:21 p.m. |
Created at: March 30, 2026, 5:53 p.m.