Bhārata Strata · Maharashtra · Satara · morphological twins

Places like cell 4940002021

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

0.098

lower = more alike (weighted)

The twins, closest first

#1 · Sataracell 4940002792

distance 0.098

#2 · Sanglicell 4930006908

distance 0.109 · cross-district

#3 · Sanglicell 4930006965

distance 0.12 · cross-district

#4 · Sataracell 4940003351

distance 0.12

#5 · Sataracell 4940003470

distance 0.126

#6 · Sataracell 4940003702

distance 0.127

#7 · Sanglicell 4930006943

distance 0.136 · cross-district

#8 · Sataracell 4940003472

distance 0.141

#9 · Solapurcell 4960004052

distance 0.144 · cross-district

#10 · Sataracell 4940002681

distance 0.144

#11 · Sanglicell 4930006948

distance 0.145 · cross-district

#12 · Sataracell 4940003352

distance 0.145

#13 · Sataracell 4940003580

distance 0.152

#14 · Sanglicell 4930007053

distance 0.152 · cross-district

#15 · Sanglicell 4930006826

distance 0.153 · cross-district

#16 · Sanglicell 4930006834

distance 0.154 · cross-district

#17 · Sataracell 4940003133

distance 0.157

#18 · Sataracell 4940002020

distance 0.161

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":4940002021}}}'

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.