Triple

T21638089
Position Surface form Disambiguated ID Type / Status
Subject Saugus Public Schools E534012 entity
Predicate operates P24 FINISHED
Object Belmonte STEAM Academy
Belmonte STEAM Academy is a public school in the Saugus, Massachusetts district that emphasizes education in science, technology, engineering, arts, and mathematics.
 E1493783 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: Belmonte STEAM Academy | Statement: [Saugus Public Schools, operates, Belmonte STEAM Academy]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Belmonte STEAM Academy
Context triple: [Saugus Public Schools, operates, Belmonte STEAM Academy]
  • A. Montebello High School
    Montebello High School is a public secondary school serving students in the city of Montebello, California, as part of the local unified school district.
  • B. R.B. Hudson STEAM Academy
    R.B. Hudson STEAM Academy is a public middle school in Selma, Alabama, focused on science, technology, engineering, arts, and mathematics education within the Selma City Schools district.
  • C. Linden STEAM Academy
    Linden STEAM Academy is a public K–8 school in Malden, Massachusetts that emphasizes integrated learning in science, technology, engineering, arts, and mathematics.
  • D. Belmont High School
    Belmont High School is a public secondary school serving students in the suburban community of Belmont, Massachusetts.
  • E. Belmont High School
    Belmont High School is the public secondary school serving students from the town of Belmont and surrounding areas in New Hampshire.
  • 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: Belmonte STEAM Academy
Triple: [Saugus Public Schools, operates, Belmonte STEAM Academy]
Generated description
Belmonte STEAM Academy is a public school in the Saugus, Massachusetts district that emphasizes education in science, technology, engineering, arts, and mathematics.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Belmonte STEAM Academy
Target entity description: Belmonte STEAM Academy is a public school in the Saugus, Massachusetts district that emphasizes education in science, technology, engineering, arts, and mathematics.
  • A. Montebello High School
    Montebello High School is a public secondary school serving students in the city of Montebello, California, as part of the local unified school district.
  • B. R.B. Hudson STEAM Academy
    R.B. Hudson STEAM Academy is a public middle school in Selma, Alabama, focused on science, technology, engineering, arts, and mathematics education within the Selma City Schools district.
  • C. Linden STEAM Academy
    Linden STEAM Academy is a public K–8 school in Malden, Massachusetts that emphasizes integrated learning in science, technology, engineering, arts, and mathematics.
  • D. Belmont High School
    Belmont High School is a public secondary school serving students in the suburban community of Belmont, Massachusetts.
  • E. Belmont High School
    Belmont High School is the public secondary school serving students from the town of Belmont and surrounding areas in New Hampshire.
  • 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_69e0c465ae7481908577b7209fdb2a77 completed April 16, 2026, 11:13 a.m.
NER Named-entity recognition batch_69ef538eef0481908f5bf0e27f8e054d completed April 27, 2026, 12:16 p.m.
NED1 Entity disambiguation (via context triple) batch_6a0a0f9de1fc8190bd44ba90877385c1 completed May 17, 2026, 6:57 p.m.
NEDg Description generation batch_6a0a106d521481909aff885d50adbda1 completed May 17, 2026, 7:01 p.m.
NED2 Entity disambiguation (via description) batch_6a0a10e6cda481908c263911f681c337 completed May 17, 2026, 7:03 p.m.
Created at: April 16, 2026, 6:35 p.m.