Triple
T3808737
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Needles City Council |
E93075
|
entity |
| Predicate | partOf |
P40
|
FINISHED |
| Object |
municipal government of Needles, California
The municipal government of Needles, California is the local governing body responsible for administering city services, ordinances, and policies for the community of Needles in San Bernardino County.
|
E93075
|
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: municipal government of Needles, California | Statement: [Needles City Council, partOf, municipal government of Needles, California]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: municipal government of Needles, California Context triple: [Needles City Council, partOf, municipal government of Needles, California]
-
A.
Needles City Council
Needles City Council is the elected municipal legislative body responsible for setting policy and overseeing local governance in the city of Needles, California.
-
B.
Needles, California
Needles, California is a small city in San Bernardino County located along the Colorado River near the Arizona border, known for its desert climate and historic position on Route 66.
-
C.
Nevada City City Council
The Nevada City City Council is the elected municipal legislative body responsible for setting policy, passing local ordinances, and overseeing governance in Nevada City, California.
-
D.
Municipality of Tecate
The Municipality of Tecate is a Mexican municipal region in the state of Baja California, known for the city of Tecate, its namesake brewery, and its location in the borderlands east of Tijuana.
-
E.
City of Yuba City
The City of Yuba City is a small agricultural and commercial hub in Northern California that serves as the county seat of Sutter County.
- 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: municipal government of Needles, California Triple: [Needles City Council, partOf, municipal government of Needles, California]
Generated description
The municipal government of Needles, California is the local governing body responsible for administering city services, ordinances, and policies for the community of Needles in San Bernardino County.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: municipal government of Needles, California Target entity description: The municipal government of Needles, California is the local governing body responsible for administering city services, ordinances, and policies for the community of Needles in San Bernardino County.
-
A.
Needles City Council
chosen
Needles City Council is the elected municipal legislative body responsible for setting policy and overseeing local governance in the city of Needles, California.
-
B.
Needles, California
Needles, California is a small city in San Bernardino County located along the Colorado River near the Arizona border, known for its desert climate and historic position on Route 66.
-
C.
Nevada City City Council
The Nevada City City Council is the elected municipal legislative body responsible for setting policy, passing local ordinances, and overseeing governance in Nevada City, California.
-
D.
Municipality of Tecate
The Municipality of Tecate is a Mexican municipal region in the state of Baja California, known for the city of Tecate, its namesake brewery, and its location in the borderlands east of Tijuana.
-
E.
City of Yuba City
The City of Yuba City is a small agricultural and commercial hub in Northern California that serves as the county seat of Sutter County.
- F. None of above.
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_69aed96a60088190ab1df8390fffc935 |
completed | March 9, 2026, 2:30 p.m. |
| NER | Named-entity recognition | batch_69aee80c7fc48190b5c2400918bba5c2 |
completed | March 9, 2026, 3:32 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b4fb30a61c819096325d7f11d22f89 |
completed | March 14, 2026, 6:07 a.m. |
| NEDg | Description generation | batch_69b4fbd93b1481909f89d807ef870aa7 |
completed | March 14, 2026, 6:10 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69b4ffc51bc08190aef4548a351b5604 |
completed | March 14, 2026, 6:27 a.m. |
Created at: March 9, 2026, 3:16 p.m.