Bhārata Strata · Maharashtra · Satara · morphological twins

Places like cell 4940001713

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 2 distinct districts

Index confidence

0.93

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.087

lower = more alike (weighted)

The twins, closest first

#1 · Sanglicell 4930007029

distance 0.087 · cross-district

#2 · Sataracell 4940002788

distance 0.091

#3 · Sataracell 4940002568

distance 0.111

#4 · Sanglicell 4930006900

distance 0.114 · cross-district

#5 · Sanglicell 4930006937

distance 0.117 · cross-district

#6 · Sataracell 4940003460

distance 0.119

#7 · Sanglicell 4930006970

distance 0.125 · cross-district

#8 · Sataracell 4940002790

distance 0.125

#9 · Sanglicell 4930006931

distance 0.129 · cross-district

#10 · Sataracell 4940002681

distance 0.13

#11 · Sanglicell 4930006781

distance 0.131 · cross-district

#12 · Sanglicell 4930006832

distance 0.138 · cross-district

#13 · Sataracell 4940002337

distance 0.143

#14 · Sataracell 4940003344

distance 0.147

#15 · Sanglicell 4930006826

distance 0.154 · cross-district

#16 · Sataracell 4940002229

distance 0.156

#17 · Sanglicell 4930006908

distance 0.156 · cross-district

#18 · Sataracell 4940002680

distance 0.163

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":4940001713}}}'

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.