Bhārata Strata · Maharashtra · Akola · morphological twins

Places like cell 4670004643

The MH-36 locality cells most similar to this Akola cell across terrain, built form, land cover, climate dynamics and connectivity — ranked by a GUM-confidence-weighted (R24) distance, with the temporal block down-weighted. Each twin is a real cell with its own witnessed dossier.

Twins found

across 13 distinct districts

Index confidence

0.93

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.201

lower = more alike (weighted)

The twins, closest first

#1 · Nagpurcell 4840007104

distance 0.201 · cross-district

#2 · Parbhanicell 4890004772

distance 0.23 · cross-district

#3 · Buldhanacell 4720005079

distance 0.245 · cross-district

#4 · Sataracell 4940000994

distance 0.253 · cross-district

#5 · Chandrapurcell 4730004980

distance 0.257 · cross-district

#6 · Buldhanacell 4720005221

distance 0.267 · cross-district

#7 · Sataracell 4940001052

distance 0.273 · cross-district

#8 · Parbhanicell 4890005482

distance 0.277 · cross-district

#9 · Nashikcell 4870002878

distance 0.28 · cross-district

#10 · Parbhanicell 4890001493

distance 0.284 · cross-district

#11 · Yavatmalcell 5000010253

distance 0.284 · cross-district

#12 · Jalnacell 4790001679

distance 0.285 · cross-district

#13 · Akolacell 4670004590

distance 0.287

#14 · Jalgaoncell 4780007548

distance 0.29 · cross-district

#15 · Wardhacell 4980001866

distance 0.292 · cross-district

#16 · Beedcell 4700009004

distance 0.293 · cross-district

#17 · Nagpurcell 4840005475

distance 0.299 · cross-district

#18 · Washimcell 4990001121

distance 0.299 · cross-district

witness: find_twins — morphology-twin-index-v2 (R24, GUM-confidence-weighted, magnitude-aware, temporal block down-weighted). Distance is the weighted feature distance; lower is more alike. Cross-district twins are the discriminative signal.

Re-witness these twins

curl -s https://api.gridrock.ai/mcp -H 'Content-Type: application/json' \
  -H 'Accept: application/json, text/event-stream' \
  -d '{"jsonrpc":"2.0","id":1,"method":"tools/call","params":{"name":"find_twins",
       "arguments":{"admin_code":467,"cluster_id":4670004643}}}'

Machine-readable JSON twin →Full dossier →

Scope: the live MH-36 cube. Twins are computed from the sha-verified morphology-v2 vector; the engine supplies no goodness/suitability ranking — only morphological similarity.