Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-06T15:31:58.129752Z
Paper Citation Record · LEDGER
TacticCraft: Natural Language-Driven Tactical Adaptation for StarCraft II
As of 9 August 2026, this Paper Citation Record lists 17 of 17 outbound references and 0 inbound Pith citation observations for arXiv:2507.15618.
A citation records a reference. It does not transfer a finding from one paper to another.
Coverage vector
One-hop event checks from named stored sources.
Source: scholarly_work_events, retraction_status_cache, observed 2026-08-09T06:31:02.800959+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links
A source-named dated measurement, never combined with another source.
Source: cited_works
Reference resolution
17 of 17 outbound references displayed
- verified exact0
- verified fuzzy12
- unresolved4
- parse uncertain0
- malformed identifier1
- metadata mismatch0
External citation measurements
No source-named external measurement is stored.
Outbound references
Observation 1a2c55df-8fbd-4139-85e1-bca37b478aa7 · outbound
This paper cites an unresolved cited work.
TacticCraft: Natural Language-Driven Tactical Adaptation for StarCraft II Unresolved cited work
Reference 1
- Resolution
- unresolved
- raw_fallback, observed 2026-08-06T15:31:58.475500Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation 84d7d649-b2d8-4e23-aa0a-b8c0bb4447f1 · outbound
This paper cites an unresolved cited work.
TacticCraft: Natural Language-Driven Tactical Adaptation for StarCraft II Unresolved cited work
Reference 2
- Resolution
- unresolved
- raw_fallback, observed 2026-08-06T15:31:58.458073Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation d38de6e3-0fc2-4947-a053-10d0a7cdb097 · outbound
This paper cites action_type.
TacticCraft: Natural Language-Driven Tactical Adaptation for StarCraft II action_type
Reference 3
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T15:31:58.440975Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation 56e30143-24ca-4435-b0ed-51baf4bb3d68 · outbound
This paper cites Characterized by heavy drone production, defensive early game posture, and maximum economy focus.
TacticCraft: Natural Language-Driven Tactical Adaptation for StarCraft II Characterized by heavy drone production, defensive early game posture, and maximum economy focus
Reference 4
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T15:31:58.366951Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation 4b825376-1e05-4474-9909-c4a3dbbb4432 · outbound
This paper cites Characterized by sacrificed economy for early pressure and heavy Zergling production.
TacticCraft: Natural Language-Driven Tactical Adaptation for StarCraft II Characterized by sacrificed economy for early pressure and heavy Zergling production
Reference 5
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T15:31:58.350416Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation 7bff92b1-1066-4ef7-a36f-09104390afbf · outbound
This paper cites Characterized by insufficient information or unclear strategic direction.
TacticCraft: Natural Language-Driven Tactical Adaptation for StarCraft II Characterized by insufficient information or unclear strategic direction
Reference 6
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T15:31:58.422670Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation 3bffa3c9-6484-49e8-ac9c-b7b2b4f70659 · outbound
This paper cites Characterized by upgraded Roaches as main army composition, strong timing attacks, and usually 2-base economy.
TacticCraft: Natural Language-Driven Tactical Adaptation for StarCraft II Characterized by upgraded Roaches as main army composition, strong timing attacks, and usually 2-base economy
Reference 7
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T15:31:58.406002Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation cea93335-491d-421e-bd6d-0fe3ae551ac5 · outbound
This paper cites Key buildings include Lair, Spire, and multiple gas extractors.
TacticCraft: Natural Language-Driven Tactical Adaptation for StarCraft II Key buildings include Lair, Spire, and multiple gas extractors
Reference 8
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T15:31:58.387535Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation fa021800-02c2-4e63-ad89-830ac2f4bb53 · outbound
This paper cites Characterized by heavy unit production, committed aggression, and limited tech investment.
TacticCraft: Natural Language-Driven Tactical Adaptation for StarCraft II Characterized by heavy unit production, committed aggression, and limited tech investment
Reference 9
- Resolution
- malformed identifier
- raw_fallback, observed 2026-08-06T15:31:58.272390Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation a1f22fed-c348-4970-aa4a-81257ea939e8 · outbound
This paper cites Characterized by timing attacks with upgraded Zerglings and moderate economy into strong timing.
TacticCraft: Natural Language-Driven Tactical Adaptation for StarCraft II Characterized by timing attacks with upgraded Zerglings and moderate economy into strong timing
Reference 11
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T15:31:58.330337Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation 1151b2c4-5c95-4f4e-8e4d-77f0ce52c2a1 · outbound
This paper cites Characterized by map mobility focus, surprise attacks, and specific army compositions.
TacticCraft: Natural Language-Driven Tactical Adaptation for StarCraft II Characterized by map mobility focus, surprise attacks, and specific army compositions
Reference 12
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T15:31:58.310669Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation 98b04c53-d220-424b-9ffc-79da784dad57 · outbound
This paper cites Characterized by mid-game tech transition, strong map control, and siege capability.
TacticCraft: Natural Language-Driven Tactical Adaptation for StarCraft II Characterized by mid-game tech transition, strong map control, and siege capability
Reference 13
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T15:31:58.290483Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation 79d69dd4-9135-4668-9275-368236ccaf88 · outbound
This paper cites This suggests a natural trade-off between tactical specialization and general capability.
TacticCraft: Natural Language-Driven Tactical Adaptation for StarCraft II This suggests a natural trade-off between tactical specialization and general capability
Reference 15
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T15:31:58.254289Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation bce81fef-5890-4d0e-be43-dd0c4d857d4b · outbound
This paper cites Configuration C’s balanced higher constraints appear to offer a favorable trade-off.
TacticCraft: Natural Language-Driven Tactical Adaptation for StarCraft II Configuration C’s balanced higher constraints appear to offer a favorable trade-off
Reference 16
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T15:31:58.235032Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation 473e112d-c6b8-40fb-bd69-95bfc5a28901 · outbound
This paper cites an unresolved cited work.
TacticCraft: Natural Language-Driven Tactical Adaptation for StarCraft II Unresolved cited work
Reference 17
- Resolution
- unresolved
- raw_fallback, observed 2026-08-06T15:31:58.203388Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation 1d4cd646-05c6-4dcb-8b2d-ecd294c40e90 · outbound
This paper cites M., Mathieu, M., Dudzik, A., Chung, J., Choi, D.
TacticCraft: Natural Language-Driven Tactical Adaptation for StarCraft II M., Mathieu, M., Dudzik, A., Chung, J., Choi, D
Reference 2017
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T15:31:58.494609Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation 1d48df1e-eca0-4e8e-981c-b2926e7a05e9 · outbound
This paper cites LLM-PySC2: Starcraft II learning environment for Large Language Models.
TacticCraft: Natural Language-Driven Tactical Adaptation for StarCraft II LLM-PySC2: Starcraft II learning environment for Large Language Models
Reference 2799
- Resolution
- unresolved
- no resolver link, observed 2026-08-06T15:31:58.037730Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Pith citing papers
No inbound Pith citation observations are available.