Triple
T8524261
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Tustin, California |
E201771
|
entity |
| Predicate | borderedBy |
P224
|
FINISHED |
| Object |
Tustin Foothills, California
Tustin Foothills, California is an unincorporated residential community in Orange County situated in the hilly area northeast of the city of Tustin.
|
E752724
|
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: Tustin Foothills, California | Statement: [Tustin, California, borderedBy, Tustin Foothills, California]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Tustin Foothills, California Context triple: [Tustin, California, borderedBy, Tustin Foothills, California]
-
A.
Tustin, California
Tustin, California is a suburban city in Southern California known for its historic Old Town, proximity to major employment centers, and location in the heart of Orange County.
-
B.
Foothill Ranch, California
Foothill Ranch, California is a master-planned suburban community in Orange County known for its residential neighborhoods and corporate office parks.
-
C.
Laguna Niguel, California
Laguna Niguel, California is a suburban city in southern Orange County known for its master-planned communities, rolling hills, and proximity to the Pacific Coast.
-
D.
Mission Viejo, California
Mission Viejo, California is a master-planned suburban city in southern Orange County known for its residential communities, lake, and family-oriented environment.
-
E.
Garden Grove
Garden Grove is a suburban city in northern Orange County, California, known for its diverse population, residential character, and proximity to major Southern California attractions.
- 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: Tustin Foothills, California Triple: [Tustin, California, borderedBy, Tustin Foothills, California]
Generated description
Tustin Foothills, California is an unincorporated residential community in Orange County situated in the hilly area northeast of the city of Tustin.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Tustin Foothills, California Target entity description: Tustin Foothills, California is an unincorporated residential community in Orange County situated in the hilly area northeast of the city of Tustin.
-
A.
Tustin, California
Tustin, California is a suburban city in Southern California known for its historic Old Town, proximity to major employment centers, and location in the heart of Orange County.
-
B.
Foothill Ranch, California
Foothill Ranch, California is a master-planned suburban community in Orange County known for its residential neighborhoods and corporate office parks.
-
C.
Laguna Niguel, California
Laguna Niguel, California is a suburban city in southern Orange County known for its master-planned communities, rolling hills, and proximity to the Pacific Coast.
-
D.
Mission Viejo, California
Mission Viejo, California is a master-planned suburban city in southern Orange County known for its residential communities, lake, and family-oriented environment.
-
E.
Garden Grove
Garden Grove is a suburban city in northern Orange County, California, known for its diverse population, residential character, and proximity to major Southern California attractions.
- 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_69ca8321bb44819081b74df0b710276d |
completed | March 30, 2026, 2:05 p.m. |
| NER | Named-entity recognition | batch_69cbe64362c88190b978a2544eec6e3e |
completed | March 31, 2026, 3:20 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69cf27fc84cc81909b788839bbc8e016 |
completed | April 3, 2026, 2:37 a.m. |
| NEDg | Description generation | batch_69cf2a6a91d48190aa7d45b0a010f261 |
completed | April 3, 2026, 2:48 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69cf2c0aace08190aca839c39e718c52 |
completed | April 3, 2026, 2:55 a.m. |
Created at: March 30, 2026, 6:16 p.m.