Triple

T29172659
Position Surface form Disambiguated ID Type / Status
Subject Southern California regional transportation network E739512 entity
Predicate isPlannedThrough P167401 FINISHED
Object Regional Transportation Plan
The Regional Transportation Plan is a long-range policy and investment blueprint that guides how Southern California’s transportation system will grow, operate, and be improved over several decades.
 E1853550 NE FINISHED

How this triple was built (3 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: Regional Transportation Plan | Statement: [Southern California regional transportation network, isPlannedThrough, Regional Transportation Plan]
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: Regional Transportation Plan
Triple: [Southern California regional transportation network, isPlannedThrough, Regional Transportation Plan]
Generated description
The Regional Transportation Plan is a long-range policy and investment blueprint that guides how Southern California’s transportation system will grow, operate, and be improved over several decades.
PD Predicate disambiguation gpt-5-mini-2025-08-07 
Target predicate: isPlannedThrough
Context triple: [Southern California regional transportation network, isPlannedThrough, Regional Transportation Plan]
  • A. isPlannedAround
    Indicates that one entity is organized, scheduled, or structured with consideration of, or in alignment with, another entity as a central reference or constraint.
  • B. plannedIn
    Indicates that an event, activity, or process is scheduled or arranged to occur within a specific context, timeframe, or plan.
  • C. plannedAt
    Indicates that an event, action, or activity is scheduled or intended to occur at a specific time or date.
  • D. plannedWith
    Indicates that an entity created or arranged a plan in collaboration or coordination with another entity.
  • E. hasPlanningStatus
    Indicates that an entity is associated with a particular stage, condition, or outcome in a planning or approval process.
  • F. None of above. chosen

Provenance (7 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_69f07cb6394c8190ab7842c48e699e2a completed April 28, 2026, 9:24 a.m.
NER Named-entity recognition batch_69f66a6468ec8190a43ed6cd8c797f42 completed May 2, 2026, 9:19 p.m.
NED1 Entity disambiguation (via context triple) batch_6a255077d7908190b67a3a90f7dc9f4c completed June 7, 2026, 11:05 a.m.
NEDg Description generation batch_6a255ba81cfc819080ab8aed96b41de2 completed June 7, 2026, 11:53 a.m.
NED2 Entity disambiguation (via description) batch_6a25600cc4a48190985c9c562d2203d9 completed June 7, 2026, 12:11 p.m.
PD Predicate disambiguation batch_69f6659b62fc8190b21555d0ba54db2d completed May 2, 2026, 8:59 p.m.
PDg Predicate description generation batch_69f6691da93081909deaf680614fc900 completed May 2, 2026, 9:14 p.m.
Created at: April 28, 2026, 11:53 a.m.