Triple
T4474421
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Heller School for Social Policy and Management |
E98570
|
entity |
| Predicate | namedAfter |
P63
|
FINISHED |
| Object |
Heller family
The Heller family is a philanthropic family whose support and contributions led to the establishment and naming of Brandeis University's Heller School for Social Policy and Management.
|
E441720
|
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: Heller family | Statement: [Heller School for Social Policy and Management, namedAfter, Heller family]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Heller family Context triple: [Heller School for Social Policy and Management, namedAfter, Heller family]
-
A.
Keller family
The Keller family is an American family best known as the childhood family of Helen Keller, whose historic home Ivy Green in Tuscumbia, Alabama, is preserved as a museum.
-
B.
Belfer family
The Belfer family is a prominent philanthropic family known for major donations to educational, medical, and research institutions.
-
C.
Lerner family
The Lerner family is a prominent Washington, D.C.–based real estate and business family best known for owning Major League Baseball’s Washington Nationals.
-
D.
Hellman family
The Hellman family is a surname-bearing family line, likely encompassing multiple related individuals such as Herman Wouk Hellman.
-
E.
Heckscher family
The Heckscher family is a prominent philanthropic family known for its significant contributions to public parks, cultural institutions, and civic projects, particularly in New York.
- 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: Heller family Triple: [Heller School for Social Policy and Management, namedAfter, Heller family]
Generated description
The Heller family is a philanthropic family whose support and contributions led to the establishment and naming of Brandeis University's Heller School for Social Policy and Management.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Heller family Target entity description: The Heller family is a philanthropic family whose support and contributions led to the establishment and naming of Brandeis University's Heller School for Social Policy and Management.
-
A.
Keller family
The Keller family is an American family best known as the childhood family of Helen Keller, whose historic home Ivy Green in Tuscumbia, Alabama, is preserved as a museum.
-
B.
Belfer family
The Belfer family is a prominent philanthropic family known for major donations to educational, medical, and research institutions.
-
C.
Lerner family
The Lerner family is a prominent Washington, D.C.–based real estate and business family best known for owning Major League Baseball’s Washington Nationals.
-
D.
Hellman family
The Hellman family is a surname-bearing family line, likely encompassing multiple related individuals such as Herman Wouk Hellman.
-
E.
Heckscher family
The Heckscher family is a prominent philanthropic family known for its significant contributions to public parks, cultural institutions, and civic projects, particularly in New York.
- 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_69b3454b4ae481908967426dd37284d6 |
completed | March 12, 2026, 10:59 p.m. |
| NER | Named-entity recognition | batch_69b356bb03f48190a2addcd49c9e470d |
completed | March 13, 2026, 12:13 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b6287f076081909bca3643ac489fcf |
completed | March 15, 2026, 3:33 a.m. |
| NEDg | Description generation | batch_69b6295721d881908d49ce1944e0ed17 |
completed | March 15, 2026, 3:36 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69b62a3e9d1c8190a613726d45622406 |
completed | March 15, 2026, 3:40 a.m. |
Created at: March 12, 2026, 11:35 p.m.