Bhārata Strata · Maharashtra · Sangli · morphological twins

Places like cell 4930006909

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 2 distinct districts

Index confidence

0.93

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.142

lower = more alike (weighted)

The twins, closest first

#1 · Sataracell 4940001811

distance 0.142 · cross-district

#2 · Sanglicell 4930006823

distance 0.152

#3 · Sataracell 4940003466

distance 0.163 · cross-district

#4 · Sataracell 4940001712

distance 0.165 · cross-district

#5 · Sataracell 4940003121

distance 0.167 · cross-district

#6 · Sataracell 4940002124

distance 0.168 · cross-district

#7 · Sataracell 4940002555

distance 0.169 · cross-district

#8 · Sataracell 4940003354

distance 0.175 · cross-district

#9 · Sataracell 4940003816

distance 0.176 · cross-district

#10 · Sanglicell 4930006825

distance 0.181

#11 · Sataracell 4940001615

distance 0.185 · cross-district

#12 · Sataracell 4940003348

distance 0.186 · cross-district

#13 · Sataracell 4940005284

distance 0.189 · cross-district

#14 · Sataracell 4940001614

distance 0.193 · cross-district

#15 · Sataracell 4940005406

distance 0.193 · cross-district

#16 · Sataracell 4940002341

distance 0.195 · cross-district

#17 · Sanglicell 4930005543

distance 0.196

#18 · Sataracell 4940001710

distance 0.196 · 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":493,"cluster_id":4930006909}}}'

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.