Triple

T3554005
Position Surface form Disambiguated ID Type / Status
Subject Los Angeles River E75176 entity
Predicate flowsThrough P225 FINISHED
Object Frogtown neighborhood
Frogtown is a riverside neighborhood in Los Angeles known for its artsy, industrial character and proximity to the revitalized Los Angeles River.
E367079 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: Frogtown neighborhood | Statement: [Los Angeles River, flowsThrough, Frogtown neighborhood]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Frogtown neighborhood
Context triple: [Los Angeles River, flowsThrough, Frogtown neighborhood]
  • A. Del Ray neighborhood
    Del Ray neighborhood is a vibrant, community-oriented area in Alexandria, Virginia, known for its walkable “Main Street” feel, independent shops and restaurants, and active arts and festival scene.
  • B. Humboldt neighborhood
    Humboldt neighborhood is a residential district in northeast Portland, Oregon, known for its diverse community and proximity to local parks, schools, and commercial corridors.
  • C. Point Breeze neighborhood
    Point Breeze is a historic, affluent residential neighborhood in Pittsburgh, Pennsylvania, known for its tree-lined streets, stately homes, and proximity to major city parks and cultural institutions.
  • D. Deanwood neighborhood
    Deanwood neighborhood is a historic, predominantly residential community in Northeast Washington, D.C., known for its early-20th-century African American heritage and small-town feel within the city.
  • E. St. Johns neighborhood
    The St. Johns neighborhood is a historic, village-like district in North Portland, Oregon, known for its small-town main street, industrial riverfront, and proximity to the iconic St. Johns Bridge.
  • 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: Frogtown neighborhood
Triple: [Los Angeles River, flowsThrough, Frogtown neighborhood]
Generated description
Frogtown is a riverside neighborhood in Los Angeles known for its artsy, industrial character and proximity to the revitalized Los Angeles River.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Frogtown neighborhood
Target entity description: Frogtown is a riverside neighborhood in Los Angeles known for its artsy, industrial character and proximity to the revitalized Los Angeles River.
  • A. Del Ray neighborhood
    Del Ray neighborhood is a vibrant, community-oriented area in Alexandria, Virginia, known for its walkable “Main Street” feel, independent shops and restaurants, and active arts and festival scene.
  • B. Humboldt neighborhood
    Humboldt neighborhood is a residential district in northeast Portland, Oregon, known for its diverse community and proximity to local parks, schools, and commercial corridors.
  • C. Point Breeze neighborhood
    Point Breeze is a historic, affluent residential neighborhood in Pittsburgh, Pennsylvania, known for its tree-lined streets, stately homes, and proximity to major city parks and cultural institutions.
  • D. Deanwood neighborhood
    Deanwood neighborhood is a historic, predominantly residential community in Northeast Washington, D.C., known for its early-20th-century African American heritage and small-town feel within the city.
  • E. St. Johns neighborhood
    The St. Johns neighborhood is a historic, village-like district in North Portland, Oregon, known for its small-town main street, industrial riverfront, and proximity to the iconic St. Johns Bridge.
  • 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_69ad85d33c6c819081d5ac1df13b5680 completed March 8, 2026, 2:21 p.m.
NER Named-entity recognition batch_69adc05549d88190acdebdd542ea1a67 completed March 8, 2026, 6:30 p.m.
NED1 Entity disambiguation (via context triple) batch_69b38beef8b4819090109ab89e9671d6 completed March 13, 2026, 4 a.m.
NEDg Description generation batch_69b38c84fc788190a074f14a76bb7944 completed March 13, 2026, 4:03 a.m.
NED2 Entity disambiguation (via description) batch_69b38cb872948190a75bc6d6829187c5 completed March 13, 2026, 4:04 a.m.
Created at: March 8, 2026, 3:20 p.m.