Bhārata Strata · Maharashtra · Satara · morphological twins

Places like cell 4940002014

The MH-36 locality cells most similar to this Satara 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 4 distinct districts

Index confidence

0.93

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.191

lower = more alike (weighted)

The twins, closest first

#1 · Sanglicell 4930006910

distance 0.191 · cross-district

#2 · Sataracell 4940001911

distance 0.194

#3 · Sataracell 4940003126

distance 0.196

#4 · Sataracell 4940003692

distance 0.224

#5 · Sataracell 4940003014

distance 0.227

#6 · Sanglicell 4930006867

distance 0.235 · cross-district

#7 · Sataracell 4940005533

distance 0.24

#8 · Sataracell 4940004070

distance 0.243

#9 · Sataracell 4940003811

distance 0.244

#10 · Sanglicell 4930004816

distance 0.246 · cross-district

#11 · Ahmednagarcell 4660007060

distance 0.247 · cross-district

#12 · Sanglicell 4930004304

distance 0.248 · cross-district

#13 · Nashikcell 4870000252

distance 0.249 · cross-district

#14 · Sataracell 4940002012

distance 0.253

#15 · Nashikcell 4870004265

distance 0.254 · cross-district

#16 · Sanglicell 4930005881

distance 0.255 · cross-district

#17 · Sataracell 4940002791

distance 0.257

#18 · Sanglicell 4930006866

distance 0.257 · 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":494,"cluster_id":4940002014}}}'

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.