Triple

T33779053

Position	Surface form	Disambiguated ID	Type / Status
Subject	Greenberg's classification of Native American languages	`E865602`	entity
Predicate	proposesMacrofamily	`P39117`	FINISHED
Object	Amerind Amerind is a controversial hypothetical macrofamily that groups most indigenous languages of the Americas into a single genetic lineage, as proposed by linguist Joseph Greenberg.	`E2067592`	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: Amerind | Statement: [Greenberg's classification of Native American languages, proposesMacrofamily, Amerind]

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: Amerind
Triple: [Greenberg's classification of Native American languages, proposesMacrofamily, Amerind]

Generated description

Amerind is a controversial hypothetical macrofamily that groups most indigenous languages of the Americas into a single genetic lineage, as proposed by linguist Joseph Greenberg.

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

Target predicate: proposesMacrofamily
Context triple: [Greenberg's classification of Native American languages, proposesMacrofamily, Amerind]

A. hasProposedMacroFamily chosen
Indicates that one linguistic entity has been proposed as belonging to the same larger, hypothetical macro-family as another linguistic entity.
B. macroFamily
Indicates that two or more language families are hypothesized to share a common higher-level genetic origin, forming a larger proposed macro-family grouping.
C. belongsToMacrofamily
Indicates that a language is classified as part of a larger proposed language macrofamily.
D. proposedClade
Indicates that one entity is hypothesized to form a clade with another (or others), representing a suggested but not necessarily confirmed evolutionary grouping.
E. macrolanguageWith
Indicates that one language is classified as a macrolanguage that encompasses or groups together another, more specific language variety.
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_69f3498df6f88190bf9647ea4e4a956e`	completed	April 30, 2026, 12:22 p.m.
NER	Named-entity recognition	`batch_69f7675b12848190a3569cfda29c5b0e`	completed	May 3, 2026, 3:18 p.m.
NED1	Entity disambiguation (via context triple)	`batch_6a366587d078819097947525526dce13`	completed	June 20, 2026, 10:03 a.m.
NEDg	Description generation	`batch_6a36663e473c81908cb06cf9eb79cfc0`	completed	June 20, 2026, 10:06 a.m.
NED2	Entity disambiguation (via description)	`batch_6a3666ebe7ec8190a279f7eb183cf157`	completed	June 20, 2026, 10:09 a.m.
PD	Predicate disambiguation	`batch_69f762f4b59481909f70074f11825bfb`	completed	May 3, 2026, 3 p.m.

Created at: May 1, 2026, 1:45 a.m.