Bhārata Strata · Maharashtra · Sangli · morphological twins

Places like cell 4930006752

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

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.124

lower = more alike (weighted)

The twins, closest first

#1 · Sataracell 4940001988

distance 0.124 · cross-district

#2 · Sataracell 4940001603

distance 0.144 · cross-district

#3 · Sataracell 4940002211

distance 0.145 · cross-district

#4 · Sataracell 4940001518

distance 0.145 · cross-district

#5 · Sataracell 4940002645

distance 0.154 · cross-district

#6 · Sataracell 4940003449

distance 0.156 · cross-district

#7 · Sataracell 4940004742

distance 0.166 · cross-district

#8 · Sataracell 4940001985

distance 0.188 · cross-district

#9 · Sataracell 4940004042

distance 0.198 · cross-district

#10 · Sataracell 4940002662

distance 0.2 · cross-district

#11 · Sataracell 4940001604

distance 0.204 · cross-district

#12 · Sataracell 4940006197

distance 0.205 · cross-district

#13 · Sataracell 4940002874

distance 0.207 · cross-district

#14 · Sataracell 4940002772

distance 0.207 · cross-district

#15 · Sanglicell 4930006751

distance 0.211

#16 · Sataracell 4940002201

distance 0.212 · cross-district

#17 · Sataracell 4940004045

distance 0.213 · cross-district

#18 · Sataracell 4940002799

distance 0.214 · 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":4930006752}}}'

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.