Triple

T3969182
Position Surface form Disambiguated ID Type / Status
Subject San Francisco Municipal Code E92286 entity
Predicate hasPart P35 FINISHED
Object Planning Code
The Planning Code is the section of the San Francisco Municipal Code that governs land use, zoning, and development regulations within the city.
E404718 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: Planning Code | Statement: [San Francisco Municipal Code, hasPart, Planning Code]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Planning Code
Context triple: [San Francisco Municipal Code, hasPart, Planning Code]
  • A. Planera
    Planera is a small genus of deciduous trees in the elm family, best known for the species Planera aquatica, commonly called the water elm.
  • B. Block Plan
    The Block Plan is Colorado College’s distinctive academic calendar system in which students take and complete one intensive course at a time in short, immersive terms.
  • C. Production Code Administration
    The Production Code Administration was the Hollywood industry office that enforced the Motion Picture Production Code, reviewing and approving film content for moral acceptability from the 1930s to the 1960s.
  • D. Standards Code
    The Standards Code was a multilateral trade agreement under the GATT that established detailed rules to prevent technical regulations and product standards from becoming disguised barriers to international trade.
  • E. Development Committee
    The Development Committee is a body within the Commonwealth Games Federation responsible for supporting and advancing sport development and capacity-building initiatives across Commonwealth nations.
  • 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: Planning Code
Triple: [San Francisco Municipal Code, hasPart, Planning Code]
Generated description
The Planning Code is the section of the San Francisco Municipal Code that governs land use, zoning, and development regulations within the city.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Planning Code
Target entity description: The Planning Code is the section of the San Francisco Municipal Code that governs land use, zoning, and development regulations within the city.
  • A. Planera
    Planera is a small genus of deciduous trees in the elm family, best known for the species Planera aquatica, commonly called the water elm.
  • B. Block Plan
    The Block Plan is Colorado College’s distinctive academic calendar system in which students take and complete one intensive course at a time in short, immersive terms.
  • C. Production Code Administration
    The Production Code Administration was the Hollywood industry office that enforced the Motion Picture Production Code, reviewing and approving film content for moral acceptability from the 1930s to the 1960s.
  • D. Standards Code
    The Standards Code was a multilateral trade agreement under the GATT that established detailed rules to prevent technical regulations and product standards from becoming disguised barriers to international trade.
  • E. Development Committee
    The Development Committee is a body within the Commonwealth Games Federation responsible for supporting and advancing sport development and capacity-building initiatives across Commonwealth nations.
  • 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_69aed96624188190ac8c45bb57ab72b5 completed March 9, 2026, 2:29 p.m.
NER Named-entity recognition batch_69aef992d6bc8190be1b244eb87f2964 completed March 9, 2026, 4:47 p.m.
NED1 Entity disambiguation (via context triple) batch_69b54006b5e48190973e30055a0893a5 completed March 14, 2026, 11:01 a.m.
NEDg Description generation batch_69b54126234c8190990cf6df84a83e92 completed March 14, 2026, 11:06 a.m.
NED2 Entity disambiguation (via description) batch_69b5458d736481908ca826fa4fd01b8c completed March 14, 2026, 11:25 a.m.
Created at: March 9, 2026, 3:32 p.m.