Triple
T9306156
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Inland Real Estate Group |
E223888
|
entity |
| Predicate | founder |
P104
|
FINISHED |
| Object |
Robert Baum
Robert Baum is an American real estate entrepreneur best known for co-founding and leading the growth of Inland Real Estate Group into a major national commercial real estate and finance organization.
|
E797591
|
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: Robert Baum | Statement: [Inland Real Estate Group, founder, Robert Baum]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Robert Baum Context triple: [Inland Real Estate Group, founder, Robert Baum]
-
A.
Robert Weinbach
Robert Weinbach is a film producer known for his work on independent genre movies, including the 2012 horror film "Shiver."
-
B.
Robert Schrader
Robert Schrader is a mathematical physicist best known for co-developing the Osterwalder–Schrader axioms, which provide a rigorous foundation for Euclidean quantum field theory.
-
C.
Philip Steuer
Philip Steuer is a film producer best known for his work on major studio projects, including the Disney drama "Saving Mr. Banks."
-
D.
Robert Blum
Robert Blum was the son of French politician and former Prime Minister Léon Blum.
-
E.
Fredric Steinkamp
Fredric Steinkamp was an American film editor best known for his acclaimed work on major Hollywood productions, including the Oscar-winning epic "Out of Africa."
- 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: Robert Baum Triple: [Inland Real Estate Group, founder, Robert Baum]
Generated description
Robert Baum is an American real estate entrepreneur best known for co-founding and leading the growth of Inland Real Estate Group into a major national commercial real estate and finance organization.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Robert Baum Target entity description: Robert Baum is an American real estate entrepreneur best known for co-founding and leading the growth of Inland Real Estate Group into a major national commercial real estate and finance organization.
-
A.
Robert Weinbach
Robert Weinbach is a film producer known for his work on independent genre movies, including the 2012 horror film "Shiver."
-
B.
Robert Schrader
Robert Schrader is a mathematical physicist best known for co-developing the Osterwalder–Schrader axioms, which provide a rigorous foundation for Euclidean quantum field theory.
-
C.
Philip Steuer
Philip Steuer is a film producer best known for his work on major studio projects, including the Disney drama "Saving Mr. Banks."
-
D.
Robert Blum
Robert Blum was the son of French politician and former Prime Minister Léon Blum.
-
E.
Fredric Steinkamp
Fredric Steinkamp was an American film editor best known for his acclaimed work on major Hollywood productions, including the Oscar-winning epic "Out of Africa."
- 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_69ca8424d0f08190831e2e93c6533aeb |
completed | March 30, 2026, 2:09 p.m. |
| NER | Named-entity recognition | batch_69cd1da7c1e08190af19169f5d806cde |
completed | April 1, 2026, 1:29 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69d107836c64819099d8f0f73e9b1a4c |
completed | April 4, 2026, 12:43 p.m. |
| NEDg | Description generation | batch_69d107f9667c81908267e74f7f79b939 |
completed | April 4, 2026, 12:45 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69d1090d310c8190b2b8757dc3428b45 |
completed | April 4, 2026, 12:50 p.m. |
Created at: March 30, 2026, 7:36 p.m.