Bhārata Strata · Maharashtra · Sangli · morphological twins

Places like cell 4930006775

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

0.114

lower = more alike (weighted)

The twins, closest first

#1 · Sataracell 4940002900

distance 0.114 · cross-district

#2 · Sataracell 4940002784

distance 0.166 · cross-district

#3 · Sataracell 4940002447

distance 0.173 · cross-district

#4 · Sataracell 4940002560

distance 0.177 · cross-district

#5 · Solapurcell 4960006612

distance 0.184 · cross-district

#6 · Sataracell 4940002334

distance 0.185 · cross-district

#7 · Solapurcell 4960006350

distance 0.191 · cross-district

#8 · Sataracell 4940002789

distance 0.195 · cross-district

#9 · Sataracell 4940003345

distance 0.195 · cross-district

#10 · Sataracell 4940003461

distance 0.2 · cross-district

#11 · Sataracell 4940001813

distance 0.2 · cross-district

#12 · Sataracell 4940003426

distance 0.206 · cross-district

#13 · Sataracell 4940001814

distance 0.213 · cross-district

#14 · Sataracell 4940006116

distance 0.218 · cross-district

#15 · Sanglicell 4930007052

distance 0.222

#16 · Sataracell 4940003229

distance 0.223 · cross-district

#17 · Solapurcell 4960000062

distance 0.226 · cross-district

#18 · Sataracell 4940001015

distance 0.228 · 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":4930006775}}}'

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.