Triple

T37560119

Position	Surface form	Disambiguated ID	Type / Status
Subject	Lyndon B. Johnson's 1948 U.S. Senate campaign	`E933793`	entity
Predicate	relatedBook	`P205982`	FINISHED
Object	“Means of Ascent” by Robert A. Caro “Means of Ascent” by Robert A. Caro is a deeply researched political biography that chronicles Lyndon B. Johnson’s controversial rise to power during the late 1940s, focusing especially on the fiercely contested 1948 Senate race.	`E2233091`	NE FINISHED

How this triple was built (3 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: “Means of Ascent” by Robert A. Caro | Statement: [Lyndon B. Johnson's 1948 U.S. Senate campaign, relatedBook, “Means of Ascent” by Robert A. Caro]

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: “Means of Ascent” by Robert A. Caro
Triple: [Lyndon B. Johnson's 1948 U.S. Senate campaign, relatedBook, “Means of Ascent” by Robert A. Caro]

Generated description

“Means of Ascent” by Robert A. Caro is a deeply researched political biography that chronicles Lyndon B. Johnson’s controversial rise to power during the late 1940s, focusing especially on the fiercely contested 1948 Senate race.

PD Predicate disambiguation gpt-5-mini-2025-08-07

Target predicate: relatedBook
Context triple: [Lyndon B. Johnson's 1948 U.S. Senate campaign, relatedBook, “Means of Ascent” by Robert A. Caro]

A. relatedLibrary
Indicates that one library has a meaningful connection or association with another library, such as dependency, compatibility, or functional similarity.
B. alsoReadBy
Indicates that an item (such as a document, article, or book) has been read by another user or entity in addition to the primary one under consideration.
C. bookMention
Indicates that one entity (such as a text, person, or source) makes reference to or cites a particular book.
D. relationshipToBooks
Indicates the nature or type of connection an entity has with one or more books, such as ownership, authorship, usage, or preference.
E. relatedPass
Indicates that one pass is associated with or connected to another pass in some relevant way.
F. None of above. chosen

Provenance (7 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_69f76ecb4acc8190b53f96d0b013e415`	completed	May 3, 2026, 3:50 p.m.
NER	Named-entity recognition	`batch_6a037cad051c8190b28b354b89208574`	completed	May 12, 2026, 7:17 p.m.
NED1	Entity disambiguation (via context triple)	`batch_6a409f16541c8190b47947eefb583af7`	completed	June 28, 2026, 4:12 a.m.
NEDg	Description generation	`batch_6a40a1b08aec8190a4986a8d7a76a42b`	completed	June 28, 2026, 4:23 a.m.
NED2	Entity disambiguation (via description)	`batch_6a40a20dda508190b4642cafb3af3b9f`	completed	June 28, 2026, 4:24 a.m.
PD	Predicate disambiguation	`batch_6a037a1553e08190bb7424c448cb1f33`	completed	May 12, 2026, 7:05 p.m.
PDg	Predicate description generation	`batch_6a037c842b2c819082f1d2db995ac2eb`	completed	May 12, 2026, 7:16 p.m.

Created at: May 3, 2026, 4:17 p.m.