Triple
T6479604
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Shulman |
E146154
|
entity |
| Predicate | hasNotableBearer |
P458
|
FINISHED |
| Object |
David Shulman
David Shulman is an American scholar and translator renowned for his work on South Indian languages, literature, and religion, particularly in the fields of Tamil and Sanskrit studies.
|
E597434
|
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: David Shulman | Statement: [Shulman, hasNotableBearer, David Shulman]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: David Shulman Context triple: [Shulman, hasNotableBearer, David Shulman]
-
A.
Shlomo Ganzfried
Shlomo Ganzfried was a 19th-century Hungarian rabbi and halachic authority best known for composing the widely used concise code of Jewish law, the Kitzur Shulchan Aruch.
-
B.
Amnon Ben-Tor
Amnon Ben-Tor is an Israeli archaeologist renowned for his leadership of major excavations at the ancient Canaanite and Israelite city of Hazor and his contributions to the study of Bronze and Iron Age archaeology in the Levant.
-
C.
Mendes J. Cohen
Mendes J. Cohen was an early 19th-century American businessman and politician from Baltimore, Maryland, best known for his role in the landmark U.S. Supreme Court case Cohens v. Virginia.
-
D.
Hillel Steiner
Hillel Steiner is a political philosopher known for his work on rights, justice, and libertarianism within the analytic tradition.
-
E.
Louis Jacobs
Louis Jacobs was an American businessman best known as a co-founder of the hospitality and food service company Delaware North.
- 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: David Shulman Triple: [Shulman, hasNotableBearer, David Shulman]
Generated description
David Shulman is an American scholar and translator renowned for his work on South Indian languages, literature, and religion, particularly in the fields of Tamil and Sanskrit studies.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: David Shulman Target entity description: David Shulman is an American scholar and translator renowned for his work on South Indian languages, literature, and religion, particularly in the fields of Tamil and Sanskrit studies.
-
A.
Shlomo Ganzfried
Shlomo Ganzfried was a 19th-century Hungarian rabbi and halachic authority best known for composing the widely used concise code of Jewish law, the Kitzur Shulchan Aruch.
-
B.
Amnon Ben-Tor
Amnon Ben-Tor is an Israeli archaeologist renowned for his leadership of major excavations at the ancient Canaanite and Israelite city of Hazor and his contributions to the study of Bronze and Iron Age archaeology in the Levant.
-
C.
Mendes J. Cohen
Mendes J. Cohen was an early 19th-century American businessman and politician from Baltimore, Maryland, best known for his role in the landmark U.S. Supreme Court case Cohens v. Virginia.
-
D.
Hillel Steiner
Hillel Steiner is a political philosopher known for his work on rights, justice, and libertarianism within the analytic tradition.
-
E.
Louis Jacobs
Louis Jacobs was an American businessman best known as a co-founder of the hospitality and food service company Delaware North.
- 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_69c008fec7408190af7b146dc63d9750 |
completed | March 22, 2026, 3:21 p.m. |
| NER | Named-entity recognition | batch_69c06a4e764c819086828bb841f588e0 |
completed | March 22, 2026, 10:16 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69c65fd4fd408190ac7505e5b562cd73 |
completed | March 27, 2026, 10:45 a.m. |
| NEDg | Description generation | batch_69c6606466988190a9e063ed3c5ac249 |
completed | March 27, 2026, 10:48 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69c660be61288190bf928c8ca9abd6a8 |
completed | March 27, 2026, 10:49 a.m. |
Created at: March 22, 2026, 4:51 p.m.