Bhārata Strata · Maharashtra · Sangli · morphological twins

Places like cell 4930006624

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

0.132

lower = more alike (weighted)

The twins, closest first

#1 · Sanglicell 4930006813

distance 0.132

#2 · Sanglicell 4930006756

distance 0.156

#3 · Sanglicell 4930006617

distance 0.163

#4 · Sanglicell 4930006855

distance 0.171

#5 · Sanglicell 4930006616

distance 0.177

#6 · Sataracell 4940001707

distance 0.179 · cross-district

#7 · Sanglicell 4930006929

distance 0.181

#8 · Sataracell 4940002209

distance 0.188 · cross-district

#9 · Sataracell 4940004644

distance 0.191 · cross-district

#10 · Sataracell 4940005248

distance 0.201 · cross-district

#11 · Sanglicell 4930006762

distance 0.206

#12 · Sataracell 4940003207

distance 0.207 · cross-district

#13 · Sataracell 4940004368

distance 0.208 · cross-district

#14 · Sanglicell 4930000798

distance 0.208

#15 · Sanglicell 4930006811

distance 0.209

#16 · Sataracell 4940002648

distance 0.211 · cross-district

#17 · Sataracell 4940001706

distance 0.213 · cross-district

#18 · Sanglicell 4930006698

distance 0.216

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":4930006624}}}'

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.