Triple

T15564254
Position Surface form Disambiguated ID Type / Status
Subject Municipal Code of Menlo Park E371075 entity
Predicate enforcedBy P1115 FINISHED
Object City of Menlo Park government
The City of Menlo Park government is the local municipal authority responsible for governing Menlo Park, California, including providing public services, implementing policies, and overseeing city administration.
E75828 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: City of Menlo Park government | Statement: [Municipal Code of Menlo Park, enforcedBy, City of Menlo Park government]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: City of Menlo Park government
Context triple: [Municipal Code of Menlo Park, enforcedBy, City of Menlo Park government]
  • A. Menlo Park City Council
    Menlo Park City Council is the elected legislative and policy-making body that governs the city of Menlo Park, California.
  • B. Menlo Park Police Department
    The Menlo Park Police Department is the local law enforcement agency responsible for public safety, crime prevention, and policing services within the city of Menlo Park, California.
  • C. City of Palo Alto
    The City of Palo Alto is a Silicon Valley municipality in Northern California known for its role as a global technology and innovation hub and its close ties to Stanford University.
  • D. City of San Mateo
    The City of San Mateo is a mid-sized suburban community on the San Francisco Peninsula in California, known for its residential neighborhoods, downtown commercial district, and role as a regional economic and transportation hub.
  • E. Menlo Park, California
    Menlo Park, California is a city in Silicon Valley known as a hub for technology and venture capital, home to major research institutions and tech companies.
  • 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: City of Menlo Park government
Triple: [Municipal Code of Menlo Park, enforcedBy, City of Menlo Park government]
Generated description
The City of Menlo Park government is the local municipal authority responsible for governing Menlo Park, California, including providing public services, implementing policies, and overseeing city administration.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: City of Menlo Park government
Target entity description: The City of Menlo Park government is the local municipal authority responsible for governing Menlo Park, California, including providing public services, implementing policies, and overseeing city administration.
  • A. Menlo Park City Council chosen
    Menlo Park City Council is the elected legislative and policy-making body that governs the city of Menlo Park, California.
  • B. Menlo Park Police Department
    The Menlo Park Police Department is the local law enforcement agency responsible for public safety, crime prevention, and policing services within the city of Menlo Park, California.
  • C. City of Palo Alto
    The City of Palo Alto is a Silicon Valley municipality in Northern California known for its role as a global technology and innovation hub and its close ties to Stanford University.
  • D. City of San Mateo
    The City of San Mateo is a mid-sized suburban community on the San Francisco Peninsula in California, known for its residential neighborhoods, downtown commercial district, and role as a regional economic and transportation hub.
  • E. Menlo Park, California
    Menlo Park, California is a city in Silicon Valley known as a hub for technology and venture capital, home to major research institutions and tech companies.
  • 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_69d85cc6cf40819091f4a5facee1ebe6 completed April 10, 2026, 2:13 a.m.
NER Named-entity recognition batch_69e04ddc66448190948280fb0c8d390c completed April 16, 2026, 2:47 a.m.
NED1 Entity disambiguation (via context triple) batch_69ff4c4046c08190a43bd5577a97f33d completed May 9, 2026, 3:01 p.m.
NEDg Description generation batch_69ff4d6faee4819090181f1b50e36761 completed May 9, 2026, 3:06 p.m.
NED2 Entity disambiguation (via description) batch_69ff4dd868388190a159618c1fdcf15c completed May 9, 2026, 3:08 p.m.
Created at: April 10, 2026, 4:10 a.m.