Triple
T2804918
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Malden Public Schools |
E54028
|
entity |
| Predicate | operates |
P24
|
FINISHED |
| Object |
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.
|
E299614
|
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: Linden STEAM Academy | Statement: [Malden Public Schools, operates, Linden STEAM Academy]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Linden STEAM Academy Context triple: [Malden Public Schools, operates, Linden STEAM Academy]
-
A.
Lakeside School
Lakeside School is a prestigious private preparatory school in Seattle, Washington, known for its rigorous academics and notable alumni including tech and business leaders.
-
B.
Timberlane Middle School
Timberlane Middle School is a public middle school serving students in the Hopewell Valley area of New Jersey as part of the Hopewell Valley Regional School District.
-
C.
Simeon Career Academy
Simeon Career Academy is a Chicago public high school renowned for its powerhouse basketball program that has produced NBA stars such as Derrick Rose.
-
D.
Elysian Park Academy
Elysian Park Academy is the primary training campus for recruits and officers of the Los Angeles Police Department.
-
E.
Landon School
Landon School is an independent, all-boys college preparatory day school known for its rigorous academics and strong athletics program.
- 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: Linden STEAM Academy Triple: [Malden Public Schools, operates, Linden STEAM Academy]
Generated description
Linden STEAM Academy is a public K–8 school in Malden, Massachusetts that emphasizes integrated learning in science, technology, engineering, arts, and mathematics.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Linden STEAM Academy Target entity description: Linden STEAM Academy is a public K–8 school in Malden, Massachusetts that emphasizes integrated learning in science, technology, engineering, arts, and mathematics.
-
A.
Lakeside School
Lakeside School is a prestigious private preparatory school in Seattle, Washington, known for its rigorous academics and notable alumni including tech and business leaders.
-
B.
Timberlane Middle School
Timberlane Middle School is a public middle school serving students in the Hopewell Valley area of New Jersey as part of the Hopewell Valley Regional School District.
-
C.
Simeon Career Academy
Simeon Career Academy is a Chicago public high school renowned for its powerhouse basketball program that has produced NBA stars such as Derrick Rose.
-
D.
Elysian Park Academy
Elysian Park Academy is the primary training campus for recruits and officers of the Los Angeles Police Department.
-
E.
Landon School
Landon School is an independent, all-boys college preparatory day school known for its rigorous academics and strong athletics program.
- 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_69ab49dcee188190b5c6eca9ae9e3469 |
completed | March 6, 2026, 9:40 p.m. |
| NER | Named-entity recognition | batch_69abde1525888190b3c04e10043c67d6 |
completed | March 7, 2026, 8:13 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69afc674217c81908177b088cc824e7b |
completed | March 10, 2026, 7:21 a.m. |
| NEDg | Description generation | batch_69afc863133c8190b129a55f8d28966f |
completed | March 10, 2026, 7:29 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69afc8d43e608190b33159a464dc2e8c |
completed | March 10, 2026, 7:31 a.m. |
Created at: March 6, 2026, 9:59 p.m.