Bhārata Strata · Maharashtra · Satara · morphological twins

Places like cell 4940002012

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 3 distinct districts

Index confidence

0.93

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.161

lower = more alike (weighted)

The twins, closest first

#1 · Sataracell 4940001909

distance 0.161

#2 · Sataracell 4940003813

distance 0.164

#3 · Sataracell 4940001911

distance 0.17

#4 · Sanglicell 4930007025

distance 0.181 · cross-district

#5 · Sataracell 4940002339

distance 0.183

#6 · Sataracell 4940002686

distance 0.186

#7 · Sanglicell 4930006910

distance 0.193 · cross-district

#8 · Sanglicell 4930006974

distance 0.197 · cross-district

#9 · Sataracell 4940003369

distance 0.203

#10 · Sataracell 4940006440

distance 0.203

#11 · Sataracell 4940003812

distance 0.206

#12 · Sataracell 4940003832

distance 0.207

#13 · Sanglicell 4930006793

distance 0.207 · cross-district

#14 · Sataracell 4940003469

distance 0.207

#15 · Sanglicell 4930006865

distance 0.208 · cross-district

#16 · Nashikcell 4870001392

distance 0.208 · cross-district

#17 · Sanglicell 4930006892

distance 0.21 · cross-district

#18 · Sanglicell 4930006994

distance 0.212 · 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":4940002012}}}'

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.