Bhārata Strata · Maharashtra · Satara · morphological twins

Places like cell 4940007488

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

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.108

lower = more alike (weighted)

The twins, closest first

#1 · Sataracell 4940007917

distance 0.108

#2 · Sataracell 4940007493

distance 0.114

#3 · Sataracell 4940007046

distance 0.127

#4 · Sataracell 4940008026

distance 0.133

#5 · Solapurcell 4960007773

distance 0.135 · cross-district

#6 · Punecell 4900000563

distance 0.136 · cross-district

#7 · Sataracell 4940007284

distance 0.136

#8 · Sataracell 4940008678

distance 0.14

#9 · Punecell 4900000565

distance 0.141 · cross-district

#10 · Solapurcell 4960008954

distance 0.152 · cross-district

#11 · Sataracell 4940007499

distance 0.152

#12 · Sataracell 4940007592

distance 0.155

#13 · Sataracell 4940008312

distance 0.156

#14 · Sataracell 4940007491

distance 0.16

#15 · Sataracell 4940007296

distance 0.163

#16 · Sataracell 4940008512

distance 0.166

#17 · Ahmednagarcell 4660011842

distance 0.167 · cross-district

#18 · Punecell 4900000791

distance 0.167 · 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":4940007488}}}'

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.