Triple

T19087996
Position Surface form Disambiguated ID Type / Status
Subject Wonder Valley, California E467204 entity
Predicate accessedPrimarilyVia P41137 FINISHED
Object Amboy Road
Amboy Road is a remote desert highway in Southern California that serves as the main route connecting Twentynine Palms to the tiny community of Amboy near historic Route 66.
E1500608 NE FINISHED

How this triple was built (5 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: Amboy Road | Statement: [Wonder Valley, California, accessedPrimarilyVia, Amboy Road]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Amboy Road
Context triple: [Wonder Valley, California, accessedPrimarilyVia, Amboy Road]
  • A. Crooks Road
    Crooks Road is a significant thoroughfare in the Detroit metropolitan area of Michigan, serving as a key north–south route through communities such as Clawson.
  • B. Christie Road
    "Christie Road" is a song by the American punk rock band Green Day, featured on their 1991 album *Kerplunk* and known for its melodic, introspective style.
  • C. Samson Road
    Samson Road is a major thoroughfare in Caloocan, Metro Manila, Philippines, serving as a key junction and access route around the historic Bonifacio Monument area.
  • D. Clove Road
    Clove Road is a major thoroughfare on Staten Island, New York City, connecting several neighborhoods including Grasmere and serving as an important local traffic route.
  • E. Aba Road
    Aba Road is a major arterial roadway in Port Harcourt, Nigeria, serving as a key commercial and transportation corridor through the city.
  • 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: Amboy Road
Triple: [Wonder Valley, California, accessedPrimarilyVia, Amboy Road]
Generated description
Amboy Road is a remote desert highway in Southern California that serves as the main route connecting Twentynine Palms to the tiny community of Amboy near historic Route 66.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Amboy Road
Target entity description: Amboy Road is a remote desert highway in Southern California that serves as the main route connecting Twentynine Palms to the tiny community of Amboy near historic Route 66.
  • A. Crooks Road
    Crooks Road is a significant thoroughfare in the Detroit metropolitan area of Michigan, serving as a key north–south route through communities such as Clawson.
  • B. Christie Road
    "Christie Road" is a song by the American punk rock band Green Day, featured on their 1991 album *Kerplunk* and known for its melodic, introspective style.
  • C. Samson Road
    Samson Road is a major thoroughfare in Caloocan, Metro Manila, Philippines, serving as a key junction and access route around the historic Bonifacio Monument area.
  • D. Clove Road
    Clove Road is a major thoroughfare on Staten Island, New York City, connecting several neighborhoods including Grasmere and serving as an important local traffic route.
  • E. Aba Road
    Aba Road is a major arterial roadway in Port Harcourt, Nigeria, serving as a key commercial and transportation corridor through the city.
  • F. None of above. chosen
PD Predicate disambiguation gpt-5-mini-2025-08-07
Target predicate: accessedPrimarilyVia
Context triple: [Wonder Valley, California, accessedPrimarilyVia, Amboy Road]
  • A. accessedThrough chosen
    Indicates that one entity is reached, used, or obtained by means of another entity that serves as an intermediary channel, tool, or pathway.
  • B. isPrimarilyUsedAs
    Indicates that one entity serves mainly or most commonly in the role, function, or purpose specified by the other entity.
  • C. primarilyUsedBy
    Indicates that something is mainly or most commonly used by a particular entity or group.
  • D. usedVia
    Indicates that an entity performs or achieves something by means of, or through the use of, another entity or mechanism.
  • E. appliesPrimarilyTo
    Indicates that a property, rule, or characteristic is mainly relevant or intended for a particular entity or group, more than for others.
  • F. None of above.

Provenance (6 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_69d8dd05ac4c8190b1967d8f97f3fb2f completed April 10, 2026, 11:20 a.m.
NER Named-entity recognition batch_69e5e348c980819096667ee6e7a7f36f completed April 20, 2026, 8:26 a.m.
NED1 Entity disambiguation (via context triple) batch_6a0a36590b5481909f9b278b8986f9ff completed May 17, 2026, 9:42 p.m.
NEDg Description generation batch_6a0a37879a408190b516ec16a2b23195 completed May 17, 2026, 9:47 p.m.
NED2 Entity disambiguation (via description) batch_6a0a37f8c09c8190a92f78909cfbc6e7 completed May 17, 2026, 9:49 p.m.
PD Predicate disambiguation batch_69e4b9a604308190a3235184f9f2c056 completed April 19, 2026, 11:16 a.m.
Created at: April 10, 2026, 12:04 p.m.