Bhārata Strata · Maharashtra · Sangli · morphological twins

Places like cell 4930006607

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

0.163

lower = more alike (weighted)

The twins, closest first

#1 · Sataracell 4940003679

distance 0.163 · cross-district

#2 · Sataracell 4940002667

distance 0.17 · cross-district

#3 · Sataracell 4940003438

distance 0.173 · cross-district

#4 · Sataracell 4940001894

distance 0.174 · cross-district

#5 · Sataracell 4940004624

distance 0.175 · cross-district

#6 · Sataracell 4940004528

distance 0.176 · cross-district

#7 · Sataracell 4940002650

distance 0.177 · cross-district

#8 · Sataracell 4940001516

distance 0.182 · cross-district

#9 · Sataracell 4940001441

distance 0.184 · cross-district

#10 · Sanglicell 4930006677

distance 0.185

#11 · Sanglicell 4930006676

distance 0.186

#12 · Sataracell 4940002662

distance 0.19 · cross-district

#13 · Sataracell 4940004527

distance 0.194 · cross-district

#14 · Sataracell 4940004648

distance 0.194 · cross-district

#15 · Sataracell 4940004381

distance 0.194 · cross-district

#16 · Sanglicell 4930006751

distance 0.194

#17 · Sataracell 4940001513

distance 0.201 · cross-district

#18 · Sanglicell 4930003183

distance 0.201

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":4930006607}}}'

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.