Triple

T8514671
Position Surface form Disambiguated ID Type / Status
Subject Maple Ridge E201542 entity
Predicate hasNeighbourhood P4813 FINISHED
Object Hammond
Hammond is a historic riverside neighbourhood in the city of Maple Ridge, British Columbia, known for its early settlement roots and small-town character.
 E738767 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: Hammond | Statement: [Maple Ridge, hasNeighbourhood, Hammond]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Hammond
Context triple: [Maple Ridge, hasNeighbourhood, Hammond]
  • A. Hammond
    Hammond is a surname most famously associated with John H. Hammond Jr., the influential American record producer and talent scout who discovered and promoted numerous major jazz, blues, and rock musicians.
  • B. Hammond
    Hammond is a state electoral district in South Australia that includes the regional city of Murray Bridge and surrounding rural areas.
  • C. Hammond, Louisiana
    Hammond, Louisiana is a small city in southeastern Louisiana known as a regional commercial hub and transportation center between New Orleans and Baton Rouge.
  • D. Hammond, Indiana
    Hammond, Indiana is an industrial city in northwestern Indiana near Chicago, known for its location along the Calumet River and its role in the Calumet Region’s manufacturing and transportation network.
  • E. Orleans
    Orleans is a coastal town on outer Cape Cod in Massachusetts known for its beaches, fishing, and role as a popular summer vacation destination.
  • 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: Hammond
Triple: [Maple Ridge, hasNeighbourhood, Hammond]
Generated description
Hammond is a historic riverside neighbourhood in the city of Maple Ridge, British Columbia, known for its early settlement roots and small-town character.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Hammond
Target entity description: Hammond is a historic riverside neighbourhood in the city of Maple Ridge, British Columbia, known for its early settlement roots and small-town character.
  • A. Hammond
    Hammond is a surname most famously associated with John H. Hammond Jr., the influential American record producer and talent scout who discovered and promoted numerous major jazz, blues, and rock musicians.
  • B. Hammond
    Hammond is a state electoral district in South Australia that includes the regional city of Murray Bridge and surrounding rural areas.
  • C. Hammond, Louisiana
    Hammond, Louisiana is a small city in southeastern Louisiana known as a regional commercial hub and transportation center between New Orleans and Baton Rouge.
  • D. Hammond, Indiana
    Hammond, Indiana is an industrial city in northwestern Indiana near Chicago, known for its location along the Calumet River and its role in the Calumet Region’s manufacturing and transportation network.
  • E. Orleans
    Orleans is a coastal town on outer Cape Cod in Massachusetts known for its beaches, fishing, and role as a popular summer vacation destination.
  • 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_69ca8320e5748190ac2c585a0bba8193 completed March 30, 2026, 2:05 p.m.
NER Named-entity recognition batch_69cbe60e12848190a4a3dfa457aef275 completed March 31, 2026, 3:19 p.m.
NED1 Entity disambiguation (via context triple) batch_69ce4e56ef088190b4f938486bbb7962 completed April 2, 2026, 11:09 a.m.
NEDg Description generation batch_69ce4ffac8a08190bc2131c0d260ca39 completed April 2, 2026, 11:16 a.m.
NED2 Entity disambiguation (via description) batch_69ce5117c7508190b74821d029d226c6 completed April 2, 2026, 11:20 a.m.
Created at: March 30, 2026, 6:15 p.m.