Triple

T20

Position	Surface form	Disambiguated ID	Type / Status
Subject	Vannevar Bush	`E0`	entity
Predicate	notableWork	`P4`	FINISHED
Object	Science, The Endless Frontier Science, The Endless Frontier is a landmark 1945 report by Vannevar Bush that laid the foundation for U.S. federal support of scientific research and the modern science policy framework.	`E2`	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: Science, The Endless Frontier | Statement: [Vannevar Bush, notableWork, Science, The Endless Frontier]

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

Target entity: Science, The Endless Frontier
Context triple: [Vannevar Bush, notableWork, Science, The Endless Frontier]

A. Vannevar Bush
American electrical engineer and science administrator (1890~1974)
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: Science, The Endless Frontier
Triple: [Vannevar Bush, notableWork, Science, The Endless Frontier]

Generated description

Science, The Endless Frontier is a landmark 1945 report by Vannevar Bush that laid the foundation for U.S. federal support of scientific research and the modern science policy framework.

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

Target entity: Science, The Endless Frontier
Target entity description: Science, The Endless Frontier is a landmark 1945 report by Vannevar Bush that laid the foundation for U.S. federal support of scientific research and the modern science policy framework.

A. Vannevar Bush
American electrical engineer and science administrator (1890~1974)
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_69a1c42f421881909e892cd3c0b8a381`	completed	Feb. 27, 2026, 4:19 p.m.
NER	Named-entity recognition	`batch_69a1d909015c8190bae80d251682e0b9`	completed	Feb. 27, 2026, 5:48 p.m.
NED1	Entity disambiguation (via context triple)	`batch_69a2195fbf508190bd319ba988035ead`	completed	Feb. 27, 2026, 10:23 p.m.
NEDg	Description generation	`batch_69a21cebbaf48190a54d7e5fc82108e8`	completed	Feb. 27, 2026, 10:38 p.m.
NED2	Entity disambiguation (via description)	`batch_69a21d3e67c881908a1b0bd27b590838`	completed	Feb. 27, 2026, 10:39 p.m.

Created at: Feb. 27, 2026, 4:42 p.m.