Bhārata Strata · Maharashtra · Sangli · morphological twins

Places like cell 4930007153

The MH-36 locality cells most similar to this Sangli 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 5 distinct districts

Index confidence

0.93

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.119

lower = more alike (weighted)

The twins, closest first

#1 · Solapurcell 4960001513

distance 0.119 · cross-district

#2 · Sanglicell 4930006652

distance 0.136

#3 · Sanglicell 4930007183

distance 0.161

#4 · Sanglicell 4930007106

distance 0.164

#5 · Sanglicell 4930007164

distance 0.166

#6 · Sanglicell 4930007181

distance 0.17

#7 · Solapurcell 4960004061

distance 0.17 · cross-district

#8 · Sanglicell 4930007022

distance 0.172

#9 · Solapurcell 4960002949

distance 0.173 · cross-district

#10 · Solapurcell 4960002262

distance 0.178 · cross-district

#11 · Punecell 4900001475

distance 0.18 · cross-district

#12 · Ahmednagarcell 4660004007

distance 0.182 · cross-district

#13 · Sataracell 4940002685

distance 0.183 · cross-district

#14 · Sanglicell 4930006643

distance 0.186

#15 · Sanglicell 4930006969

distance 0.188

#16 · Ahmednagarcell 4660005569

distance 0.189 · cross-district

#17 · Ahmednagarcell 4660003821

distance 0.19 · cross-district

#18 · Sanglicell 4930006734

distance 0.191

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":493,"cluster_id":4930007153}}}'

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.