Triple

T37456726

Position	Surface form	Disambiguated ID	Type / Status
Subject	Hive (StarCraft Zerg structure)	`E930817`	entity
Predicate	enablesSpellcasterTech	`P187852`	FINISHED
Object	Viper upgrades (StarCraft II) Viper upgrades (StarCraft II) are research options that enhance the abilities and effectiveness of the Zerg Viper spellcaster unit in StarCraft II multiplayer.	`E2226629`	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: Viper upgrades (StarCraft II) | Statement: [Hive (StarCraft Zerg structure), enablesSpellcasterTech, Viper upgrades (StarCraft II)]

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: Viper upgrades (StarCraft II)
Triple: [Hive (StarCraft Zerg structure), enablesSpellcasterTech, Viper upgrades (StarCraft II)]

Generated description

Viper upgrades (StarCraft II) are research options that enhance the abilities and effectiveness of the Zerg Viper spellcaster unit in StarCraft II multiplayer.

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

Target predicate: enablesSpellcasterTech
Context triple: [Hive (StarCraft Zerg structure), enablesSpellcasterTech, Viper upgrades (StarCraft II)]

A. canCastSpells
Indicates that an entity possesses the ability to perform or use spells.
B. spellcasterUnit
Indicates that the unit is capable of casting spells or using magical abilities.
C. commandSpellHolder
Indicates that one entity exerts control over another entity that holds or maintains a spell, directing or influencing how that spell is used or managed.
D. spells
Indicates that one entity writes or names the letters of a word or sequence in their correct order for another entity or context.
E. accessedBySpell
Indicates that something is reached, activated, or utilized through the use of a spell.
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_69f76ec1a1148190b0a961f188d621b0`	completed	May 3, 2026, 3:50 p.m.
NER	Named-entity recognition	`batch_69fb92efc5948190a040ba2028bab964`	completed	May 6, 2026, 7:13 p.m.
NED1	Entity disambiguation (via context triple)	`batch_6a40826588348190a9a7f0a0edf1b210`	completed	June 28, 2026, 2:09 a.m.
NEDg	Description generation	`batch_6a4083266990819092378557ff164ce0`	completed	June 28, 2026, 2:12 a.m.
NED2	Entity disambiguation (via description)	`batch_6a4083cb3a90819082ec8d56067094a0`	completed	June 28, 2026, 2:15 a.m.
PD	Predicate disambiguation	`batch_69fb8d0b52588190bb29937a43b99b5e`	completed	May 6, 2026, 6:48 p.m.
PDg	Predicate description generation	`batch_69fb92ee27408190b0116ef2d789abac`	completed	May 6, 2026, 7:13 p.m.

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