Bhārata Strata · Maharashtra · Sangli · morphological twins

Places like cell 4930006723

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 3 distinct districts

Index confidence

0.93

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.126

lower = more alike (weighted)

The twins, closest first

#1 · Sanglicell 4930006780

distance 0.126

#2 · Sanglicell 4930006938

distance 0.14

#3 · Sanglicell 4930006782

distance 0.144

#4 · Sanglicell 4930006903

distance 0.16

#5 · Sataracell 4940002343

distance 0.185 · cross-district

#6 · Sanglicell 4930006722

distance 0.186

#7 · Sataracell 4940002567

distance 0.189 · cross-district

#8 · Sataracell 4940001917

distance 0.192 · cross-district

#9 · Sanglicell 4930006720

distance 0.194

#10 · Sataracell 4940002229

distance 0.194 · cross-district

#11 · Sataracell 4940001619

distance 0.194 · cross-district

#12 · Sanglicell 4930007000

distance 0.196

#13 · Sataracell 4940001530

distance 0.197 · cross-district

#14 · Solapurcell 4960004055

distance 0.202 · cross-district

#15 · Solapurcell 4960003775

distance 0.208 · cross-district

#16 · Sanglicell 4930007190

distance 0.212

#17 · Sanglicell 4930006783

distance 0.215

#18 · Sataracell 4940002344

distance 0.216 · 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":4930006723}}}'

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.