Triple

T142312
Position Surface form Disambiguated ID Type / Status
Subject Littleton, Massachusetts E2879 entity
Predicate hasShoppingArea P4285 FINISHED
Object The Point (Littleton, Massachusetts)
The Point in Littleton, Massachusetts is an open-air shopping and lifestyle center featuring a mix of retail stores, restaurants, and services.
E16712 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: The Point (Littleton, Massachusetts) | Statement: [Littleton, Massachusetts, hasShoppingArea, The Point (Littleton, Massachusetts)]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: The Point (Littleton, Massachusetts)
Context triple: [Littleton, Massachusetts, hasShoppingArea, The Point (Littleton, Massachusetts)]
  • A. Mission Hill
    Mission Hill is a residential Boston neighborhood known for its historic brick rowhouses, hilly streets, and proximity to major medical and academic institutions.
  • B. Revere Beach Reservation
    Revere Beach Reservation is a historic public beachfront park in Revere, Massachusetts, known as the first public beach in the United States and a popular destination for recreation and seaside activities.
  • C. North Point
    North Point is a historic area in Maryland that served as a key battlefield during the War of 1812’s defense of Baltimore.
  • D. Chelsea, Massachusetts
    Chelsea, Massachusetts is a small, densely populated city just north of Boston known for its industrial history, diverse immigrant communities, and location along the Mystic River.
  • E. Revere, Massachusetts
    Revere, Massachusetts is a coastal city just north of Boston known for Revere Beach, the oldest public beach in the United States.
  • 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 Point (Littleton, Massachusetts)
Triple: [Littleton, Massachusetts, hasShoppingArea, The Point (Littleton, Massachusetts)]
Generated description
The Point in Littleton, Massachusetts is an open-air shopping and lifestyle center featuring a mix of retail stores, restaurants, and services.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: The Point (Littleton, Massachusetts)
Target entity description: The Point in Littleton, Massachusetts is an open-air shopping and lifestyle center featuring a mix of retail stores, restaurants, and services.
  • A. Mission Hill
    Mission Hill is a residential Boston neighborhood known for its historic brick rowhouses, hilly streets, and proximity to major medical and academic institutions.
  • B. Revere Beach Reservation
    Revere Beach Reservation is a historic public beachfront park in Revere, Massachusetts, known as the first public beach in the United States and a popular destination for recreation and seaside activities.
  • C. North Point
    North Point is a historic area in Maryland that served as a key battlefield during the War of 1812’s defense of Baltimore.
  • D. Chelsea, Massachusetts
    Chelsea, Massachusetts is a small, densely populated city just north of Boston known for its industrial history, diverse immigrant communities, and location along the Mystic River.
  • E. Revere, Massachusetts
    Revere, Massachusetts is a coastal city just north of Boston known for Revere Beach, the oldest public beach in the United States.
  • F. None of above. chosen
PD Predicate disambiguation gpt-5-mini-2025-08-07
Target predicate: hasShoppingArea
Context triple: [Littleton, Massachusetts, hasShoppingArea, The Point (Littleton, Massachusetts)]
  • A. hasShoppingDistrict chosen
    Indicates that a place contains or is associated with a designated area where multiple shops and commercial retail activities are concentrated.
  • B. hasNeighbourhood
    Indicates that one entity is located within, or is associated with, a particular neighborhood area of another entity.
  • C. hasBusinessDistrict
    Indicates that a place or administrative area contains or includes a designated business district within its boundaries.
  • D. hasMarket
    Indicates that an entity possesses, operates in, or is associated with a particular market or marketplace.
  • E. hasAttractionNearby
    Indicates that one entity is located close to another entity that serves as an attraction or point of interest.
  • 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_69a2521e35c08190b28e5c9f1e3c9b59 completed Feb. 28, 2026, 2:25 a.m.
NER Named-entity recognition batch_69a2580ca15481909fa3e87d804a1b23 completed Feb. 28, 2026, 2:50 a.m.
NED1 Entity disambiguation (via context triple) batch_69a2b85fe4d481909e39b745857b62e7 completed Feb. 28, 2026, 9:41 a.m.
NEDg Description generation batch_69a2b8fccfe081909f9b3d4c5f900a1c completed Feb. 28, 2026, 9:44 a.m.
NED2 Entity disambiguation (via description) batch_69a2b983d1d081909a850747695b8e0c completed Feb. 28, 2026, 9:46 a.m.
PD Predicate disambiguation batch_69a2565559ac81909e0c4e095a7dfa27 completed Feb. 28, 2026, 2:43 a.m.
Created at: Feb. 28, 2026, 2:31 a.m.