Triple

T12339286

Position	Surface form	Disambiguated ID	Type / Status
Subject	Ludwig Borchardt	`E294175`	entity
Predicate	employer	`P7`	FINISHED
Object	Deutsche Orient-Gesellschaft Deutsche Orient-Gesellschaft was a German archaeological society founded in the late 19th century that sponsored major excavations and research in the Near East.	`E977888`	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: Deutsche Orient-Gesellschaft | Statement: [Ludwig Borchardt, employer, Deutsche Orient-Gesellschaft]

NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07

Target entity: Deutsche Orient-Gesellschaft
Context triple: [Ludwig Borchardt, employer, Deutsche Orient-Gesellschaft]

A. Union of German Academies of Sciences and Humanities
The Union of German Academies of Sciences and Humanities is an umbrella organization that brings together Germany’s regional academies to coordinate and promote high-level research and scholarly collaboration across the sciences and humanities.
B. Bavarian Academy of Sciences and Humanities
The Bavarian Academy of Sciences and Humanities is a prestigious German learned society based in Munich that promotes advanced research across the sciences and humanities.
C. Heidelberg Academy of Sciences and Humanities
The Heidelberg Academy of Sciences and Humanities is a prestigious German learned society based in Heidelberg that promotes advanced research across the sciences and humanities.
D. Göttingen Academy of Sciences and Humanities
The Göttingen Academy of Sciences and Humanities is a prestigious German learned society and research institution known for its contributions to mathematics, natural sciences, and the humanities.
E. German National Academy of Sciences Leopoldina
The German National Academy of Sciences Leopoldina is Germany’s foremost national academy of sciences, renowned for uniting leading researchers across disciplines and advising government and society on key scientific issues.
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: Deutsche Orient-Gesellschaft
Triple: [Ludwig Borchardt, employer, Deutsche Orient-Gesellschaft]

Generated description

Deutsche Orient-Gesellschaft was a German archaeological society founded in the late 19th century that sponsored major excavations and research in the Near East.

NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07

Target entity: Deutsche Orient-Gesellschaft
Target entity description: Deutsche Orient-Gesellschaft was a German archaeological society founded in the late 19th century that sponsored major excavations and research in the Near East.

A. Union of German Academies of Sciences and Humanities
The Union of German Academies of Sciences and Humanities is an umbrella organization that brings together Germany’s regional academies to coordinate and promote high-level research and scholarly collaboration across the sciences and humanities.
B. Bavarian Academy of Sciences and Humanities
The Bavarian Academy of Sciences and Humanities is a prestigious German learned society based in Munich that promotes advanced research across the sciences and humanities.
C. Heidelberg Academy of Sciences and Humanities
The Heidelberg Academy of Sciences and Humanities is a prestigious German learned society based in Heidelberg that promotes advanced research across the sciences and humanities.
D. Göttingen Academy of Sciences and Humanities
The Göttingen Academy of Sciences and Humanities is a prestigious German learned society and research institution known for its contributions to mathematics, natural sciences, and the humanities.
E. German National Academy of Sciences Leopoldina
The German National Academy of Sciences Leopoldina is Germany’s foremost national academy of sciences, renowned for uniting leading researchers across disciplines and advising government and society on key scientific issues.
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_69d6ab6ccbec8190b09e2d357aa80064`	completed	April 8, 2026, 7:24 p.m.
NER	Named-entity recognition	`batch_69d93f678698819091462b44ff3435f6`	completed	April 10, 2026, 6:20 p.m.
NED1	Entity disambiguation (via context triple)	`batch_69f62aa7e33c819084e5673a5fb8cac7`	completed	May 2, 2026, 4:47 p.m.
NEDg	Description generation	`batch_69f62c55aacc8190a0544306825bdfab`	completed	May 2, 2026, 4:54 p.m.
NED2	Entity disambiguation (via description)	`batch_69f62d4d0b8881908aa6b67db7d14609`	completed	May 2, 2026, 4:58 p.m.

Created at: April 8, 2026, 9:53 p.m.