Triple
T15204120
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Lake Forest, California |
E363342
|
entity |
| Predicate | hasPublicLibrary |
P105
|
FINISHED |
| Object |
Orange County Public Libraries – Foothill Ranch Branch
Orange County Public Libraries – Foothill Ranch Branch is a community library serving the Foothill Ranch area of Lake Forest, California, with lending materials, programs, and public services.
|
E1143875
|
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: Orange County Public Libraries – Foothill Ranch Branch | Statement: [Lake Forest, California, hasPublicLibrary, Orange County Public Libraries – Foothill Ranch Branch]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Orange County Public Libraries – Foothill Ranch Branch Context triple: [Lake Forest, California, hasPublicLibrary, Orange County Public Libraries – Foothill Ranch Branch]
-
A.
Orange County Public Libraries – Laguna Hills branch
Orange County Public Libraries – Laguna Hills branch is a community public library in Laguna Hills, California, offering lending materials, programs, and services as part of the Orange County Public Libraries system.
-
B.
Rancho Cucamonga Archibald Branch Library
The Rancho Cucamonga Archibald Branch Library is a public library branch serving the Rancho Cucamonga community as part of the San Bernardino County Library system.
-
C.
Yucaipa Branch Library
Yucaipa Branch Library is a public library serving the Yucaipa community as part of the San Bernardino County Library system in California.
-
D.
Granada Hills Branch Library
Granada Hills Branch Library is a public library serving the Granada Hills community in Los Angeles as part of the Los Angeles Public Library system.
-
E.
Chino Hills Branch Library
Chino Hills Branch Library is a public library serving the Chino Hills community in California as part of the San Bernardino County Library system.
- 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: Orange County Public Libraries – Foothill Ranch Branch Triple: [Lake Forest, California, hasPublicLibrary, Orange County Public Libraries – Foothill Ranch Branch]
Generated description
Orange County Public Libraries – Foothill Ranch Branch is a community library serving the Foothill Ranch area of Lake Forest, California, with lending materials, programs, and public services.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Orange County Public Libraries – Foothill Ranch Branch Target entity description: Orange County Public Libraries – Foothill Ranch Branch is a community library serving the Foothill Ranch area of Lake Forest, California, with lending materials, programs, and public services.
-
A.
Orange County Public Libraries – Laguna Hills branch
Orange County Public Libraries – Laguna Hills branch is a community public library in Laguna Hills, California, offering lending materials, programs, and services as part of the Orange County Public Libraries system.
-
B.
Rancho Cucamonga Archibald Branch Library
The Rancho Cucamonga Archibald Branch Library is a public library branch serving the Rancho Cucamonga community as part of the San Bernardino County Library system.
-
C.
Yucaipa Branch Library
Yucaipa Branch Library is a public library serving the Yucaipa community as part of the San Bernardino County Library system in California.
-
D.
Granada Hills Branch Library
Granada Hills Branch Library is a public library serving the Granada Hills community in Los Angeles as part of the Los Angeles Public Library system.
-
E.
Chino Hills Branch Library
Chino Hills Branch Library is a public library serving the Chino Hills community in California as part of the San Bernardino County Library system.
- 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_69d85a0b78bc8190b6e5ad51a2c4cfc5 |
completed | April 10, 2026, 2:01 a.m. |
| NER | Named-entity recognition | batch_69e006b693a48190a6230b7b52bc8cd3 |
completed | April 15, 2026, 9:44 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69fed33b911c8190815341a342a8d3c8 |
completed | May 9, 2026, 6:24 a.m. |
| NEDg | Description generation | batch_69fed744f8b48190948d42a8da9d2e70 |
completed | May 9, 2026, 6:42 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69fed7d9934c8190bd2d00830e5d33bb |
completed | May 9, 2026, 6:44 a.m. |
Created at: April 10, 2026, 3:11 a.m.