Triple

T15054251
Position Surface form Disambiguated ID Type / Status
Subject Bernards Township, New Jersey E379446 entity
Predicate hasLandmark P105 FINISHED
Object The Hills development
The Hills development is a large planned residential community in Bernards Township, New Jersey, known for its suburban neighborhoods, amenities, and proximity to major highways.
 E1135420 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: The Hills development | Statement: [Bernards Township, New Jersey, hasLandmark, The Hills development]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: The Hills development
Context triple: [Bernards Township, New Jersey, hasLandmark, The Hills development]
  • A. Mission Hills residential developments
    Mission Hills residential developments are an early 20th-century upscale suburban community near Kansas City, renowned for their master-planned design, landscaped parkways, and role in shaping American suburban planning.
  • B. Mission Hills
    Mission Hills is a residential neighborhood in Los Angeles, California, known for its suburban character and proximity to major freeways and regional landmarks.
  • C. Ten Hills
    Ten Hills is a historic neighborhood in Somerville, Massachusetts, known for its residential character and proximity to the Mystic River.
  • D. Rolling Hills Estates
    Rolling Hills Estates is an affluent, semi-rural suburban city on the Palos Verdes Peninsula in Los Angeles County, known for its equestrian trails, open spaces, and hillside residential character.
  • E. Bonny Hills
    Bonny Hills is a small coastal town in New South Wales, Australia, known for its beaches and relaxed holiday atmosphere on the Mid North Coast.
  • 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: The Hills development
Triple: [Bernards Township, New Jersey, hasLandmark, The Hills development]
Generated description
The Hills development is a large planned residential community in Bernards Township, New Jersey, known for its suburban neighborhoods, amenities, and proximity to major highways.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: The Hills development
Target entity description: The Hills development is a large planned residential community in Bernards Township, New Jersey, known for its suburban neighborhoods, amenities, and proximity to major highways.
  • A. Mission Hills residential developments
    Mission Hills residential developments are an early 20th-century upscale suburban community near Kansas City, renowned for their master-planned design, landscaped parkways, and role in shaping American suburban planning.
  • B. Mission Hills
    Mission Hills is a residential neighborhood in Los Angeles, California, known for its suburban character and proximity to major freeways and regional landmarks.
  • C. Ten Hills
    Ten Hills is a historic neighborhood in Somerville, Massachusetts, known for its residential character and proximity to the Mystic River.
  • D. Rolling Hills Estates
    Rolling Hills Estates is an affluent, semi-rural suburban city on the Palos Verdes Peninsula in Los Angeles County, known for its equestrian trails, open spaces, and hillside residential character.
  • E. Bonny Hills
    Bonny Hills is a small coastal town in New South Wales, Australia, known for its beaches and relaxed holiday atmosphere on the Mid North Coast.
  • 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_69d85cd64d108190853797a95c11cc45 completed April 10, 2026, 2:13 a.m.
NER Named-entity recognition batch_69deda92091c81909180f486edf01405 completed April 15, 2026, 12:23 a.m.
NED1 Entity disambiguation (via context triple) batch_69fea5bdeee48190949b0fe63eb6a21a completed May 9, 2026, 3:10 a.m.
NEDg Description generation batch_69fea79dd1bc8190ae1ac5edad3db9cb completed May 9, 2026, 3:18 a.m.
NED2 Entity disambiguation (via description) batch_69fea83aaff48190af7a7399e40fdf46 completed May 9, 2026, 3:21 a.m.
Created at: April 10, 2026, 3:01 a.m.