Triple
T7444330
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Wallach |
E171834
|
entity |
| Predicate | hasNotableBearer |
P458
|
FINISHED |
| Object |
Tom Wallach
Tom Wallach is an individual notable enough to be specifically cited as a bearer of the Wallach surname, though detailed public information about his life or achievements is limited.
|
E664746
|
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: Tom Wallach | Statement: [Wallach, hasNotableBearer, Tom Wallach]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Tom Wallach Context triple: [Wallach, hasNotableBearer, Tom Wallach]
-
A.
Michael Ehrlich
Michael Ehrlich is a relatively obscure individual whose primary public mention appears to be as a namesake associated with the surname Ehrlich.
-
B.
Paul Isenberg
Paul Isenberg was a 19th-century German-born businessman and plantation manager in Hawaii who became a prominent figure in the islands’ sugar industry and local politics.
-
C.
Michael Saltzman
Michael Saltzman is a screenwriter best known for co-writing the 2006 reboot of "The Pink Panther" starring Steve Martin.
-
D.
Jeffrey Friedman
Jeffrey Friedman is an American molecular geneticist best known for co-discovering the hormone leptin and elucidating its role in regulating body weight and obesity.
-
E.
Stephen Wainger
Stephen Wainger is an American mathematician known for his contributions to harmonic analysis and related areas of analysis.
- 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: Tom Wallach Triple: [Wallach, hasNotableBearer, Tom Wallach]
Generated description
Tom Wallach is an individual notable enough to be specifically cited as a bearer of the Wallach surname, though detailed public information about his life or achievements is limited.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Tom Wallach Target entity description: Tom Wallach is an individual notable enough to be specifically cited as a bearer of the Wallach surname, though detailed public information about his life or achievements is limited.
-
A.
Michael Ehrlich
Michael Ehrlich is a relatively obscure individual whose primary public mention appears to be as a namesake associated with the surname Ehrlich.
-
B.
Paul Isenberg
Paul Isenberg was a 19th-century German-born businessman and plantation manager in Hawaii who became a prominent figure in the islands’ sugar industry and local politics.
-
C.
Michael Saltzman
Michael Saltzman is a screenwriter best known for co-writing the 2006 reboot of "The Pink Panther" starring Steve Martin.
-
D.
Jeffrey Friedman
Jeffrey Friedman is an American molecular geneticist best known for co-discovering the hormone leptin and elucidating its role in regulating body weight and obesity.
-
E.
Stephen Wainger
Stephen Wainger is an American mathematician known for his contributions to harmonic analysis and related areas of analysis.
- 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_69c68a65402881908f7869368eb746fb |
completed | March 27, 2026, 1:47 p.m. |
| NER | Named-entity recognition | batch_69c6f36e9a588190b54b8bae181fc971 |
completed | March 27, 2026, 9:15 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69c827a1bdf48190a0bf217044fb05f8 |
completed | March 28, 2026, 7:10 p.m. |
| NEDg | Description generation | batch_69c828a2fda88190b69c6f89fc617fbd |
completed | March 28, 2026, 7:14 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69c82936b4688190a83f1d15052c254c |
completed | March 28, 2026, 7:17 p.m. |
Created at: March 27, 2026, 3:13 p.m.