Triple

T36947387

Position	Surface form	Disambiguated ID	Type / Status
Subject	Devon Stockard	`E913951`	entity
Predicate	economicContrastWith	`P139753`	FINISHED
Object	Trent Burns Trent Burns is an individual whose economic status or circumstances notably differ from those of Devon Stockard.	`E918560`	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: Trent Burns | Statement: [Devon Stockard, economicContrastWith, Trent Burns]

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: Trent Burns
Triple: [Devon Stockard, economicContrastWith, Trent Burns]

Generated description

Trent Burns is an individual whose economic status or circumstances notably differ from those of Devon Stockard.

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

Target predicate: economicContrastWith
Context triple: [Devon Stockard, economicContrastWith, Trent Burns]

A. economyContrast chosen
Indicates that two entities are being compared or opposed in terms of their economic characteristics, conditions, or performance.
B. economicExtensionOf
Indicates that one entity’s economy is heavily dependent on, controlled by, or functions as an outgrowth of another entity’s economic system.
C. economicAspect
Indicates that something is related to, characterized by, or has implications for economic factors, conditions, or outcomes.
D. economicView
Indicates a relationship where one entity holds or expresses a particular economic belief, stance, or perspective regarding economic systems, policies, or issues.
E. economicRationale
Indicates the underlying economic reasoning or justification that explains why a particular decision, action, or relationship is expected to be financially or resource-efficient.
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_69f76e8b28848190abd81fe7a7374910`	completed	May 3, 2026, 3:49 p.m.
NER	Named-entity recognition	`batch_69fba2877b248190a974eb092243c0c4`	completed	May 6, 2026, 8:20 p.m.
NED1	Entity disambiguation (via context triple)	`batch_6a3e8c25ed1c8190b717fa74ec4511f0`	completed	June 26, 2026, 2:26 p.m.
NEDg	Description generation	`batch_6a3e9b1c27bc8190950d47cbd1a22480`	completed	June 26, 2026, 3:30 p.m.
NED2	Entity disambiguation (via description)	`batch_6a3ecc0e29a08190b10e814e92a9e396`	completed	June 26, 2026, 6:59 p.m.
PD	Predicate disambiguation	`batch_69fb8d06a1b48190a937aa410d159dfa`	completed	May 6, 2026, 6:48 p.m.

Created at: May 3, 2026, 4:13 p.m.