Bhārata Strata · Maharashtra · Sangli · morphological twins

Places like cell 4930006613

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

0.124

lower = more alike (weighted)

The twins, closest first

#1 · Sataracell 4940002094

distance 0.124 · cross-district

#2 · Sataracell 4940001997

distance 0.16 · cross-district

#3 · Sataracell 4940001883

distance 0.164 · cross-district

#4 · Sataracell 4940001887

distance 0.167 · cross-district

#5 · Sataracell 4940001701

distance 0.181 · cross-district

#6 · Sataracell 4940001796

distance 0.184 · cross-district

#7 · Sanglicell 4930006614

distance 0.184

#8 · Sataracell 4940005006

distance 0.185 · cross-district

#9 · Sataracell 4940002418

distance 0.186 · cross-district

#10 · Sataracell 4940004518

distance 0.188 · cross-district

#11 · Sataracell 4940004616

distance 0.191 · cross-district

#12 · Sataracell 4940004745

distance 0.194 · cross-district

#13 · Sataracell 4940003668

distance 0.196 · cross-district

#14 · Sataracell 4940002543

distance 0.202 · cross-district

#15 · Sataracell 4940003678

distance 0.203 · cross-district

#16 · Sataracell 4940004167

distance 0.209 · cross-district

#17 · Sataracell 4940006067

distance 0.212 · cross-district

#18 · Sataracell 4940004993

distance 0.212 · 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":4930006613}}}'

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.