Bhārata Strata · Maharashtra · Sangli · morphological twins

Places like cell 4930007101

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

0.08

lower = more alike (weighted)

The twins, closest first

#1 · Sataracell 4940003026

distance 0.08 · cross-district

#2 · Sanglicell 4930006640

distance 0.101

#3 · Sataracell 4940003822

distance 0.104 · cross-district

#4 · Sataracell 4940001528

distance 0.15 · cross-district

#5 · Sanglicell 4930006819

distance 0.161

#6 · Sataracell 4940003252

distance 0.164 · cross-district

#7 · Sanglicell 4930007091

distance 0.168

#8 · Sataracell 4940003585

distance 0.17 · cross-district

#9 · Sataracell 4940002917

distance 0.171 · cross-district

#10 · Sataracell 4940002916

distance 0.171 · cross-district

#11 · Sataracell 4940002914

distance 0.172 · cross-district

#12 · Sataracell 4940002577

distance 0.18 · cross-district

#13 · Sataracell 4940003364

distance 0.183 · cross-district

#14 · Sataracell 4940001613

distance 0.185 · cross-district

#15 · Sataracell 4940007382

distance 0.19 · cross-district

#16 · Sanglicell 4930005728

distance 0.191

#17 · Sanglicell 4930007039

distance 0.194

#18 · Sanglicell 4930007056

distance 0.195

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":4930007101}}}'

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.