Triple

T24848792

Position	Surface form	Disambiguated ID	Type / Status
Subject	Speak Low	`E621828`	entity
Predicate	lyricAlludesTo	`P102154`	FINISHED
Object	"Speak low if you speak love" from "Much Ado About Nothing" "Speak low if you speak love" is a famous line from William Shakespeare’s comedy Much Ado About Nothing, expressing the idea that love should be spoken of softly and discreetly.	`E794641`	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: "Speak low if you speak love" from "Much Ado About Nothing" | Statement: [Speak Low, lyricAlludesTo, "Speak low if you speak love" from "Much Ado About Nothing"]

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: "Speak low if you speak love" from "Much Ado About Nothing"
Triple: [Speak Low, lyricAlludesTo, "Speak low if you speak love" from "Much Ado About Nothing"]

Generated description

"Speak low if you speak love" is a famous line from William Shakespeare’s comedy *Much Ado About Nothing*, expressing the idea that love should be spoken of softly and discreetly.

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

Target predicate: lyricAlludesTo
Context triple: [Speak Low, lyricAlludesTo, "Speak low if you speak love" from "Much Ado About Nothing"]

A. lyricReference
Indicates that one entity (typically a work or text) contains or makes a reference to the lyrics of another entity.
B. lyricKeyword
Indicates that a lyric is associated with, or can be characterized by, a particular keyword or key phrase.
C. hasLyricsMentioning
Indicates that the referenced lyrics explicitly mention or refer to the specified entity.
D. containsAllusion chosen
Indicates that one entity includes or incorporates an indirect reference or allusion to another entity.
E. lyricExpresses
Indicates that the content or emotion of a lyric conveys, communicates, or articulates a particular idea, feeling, or message.
F. None of above.

Provenance (6 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_69e2fac297e481909d3aedc75f585e42`	completed	April 18, 2026, 3:30 a.m.
NER	Named-entity recognition	`batch_69f44a417a58819081777e18dda149fd`	completed	May 1, 2026, 6:37 a.m.
NED1	Entity disambiguation (via context triple)	`batch_6a101c533540819094411da3f6178d1d`	completed	May 22, 2026, 9:05 a.m.
NEDg	Description generation	`batch_6a102814f838819094ed41d653039f72`	completed	May 22, 2026, 9:55 a.m.
NED2	Entity disambiguation (via description)	`batch_6a10294485508190a91d9ec391181047`	completed	May 22, 2026, 10 a.m.
PD	Predicate disambiguation	`batch_69f442b8479c8190a7c8e416ac9e28a0`	completed	May 1, 2026, 6:05 a.m.

Created at: April 18, 2026, 5:20 a.m.