Bhārata Strata · Maharashtra · Sangli · morphological twins

Places like cell 4930007118

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

0.119

lower = more alike (weighted)

The twins, closest first

#1 · Sataracell 4940003364

distance 0.119 · cross-district

#2 · Sanglicell 4930006641

distance 0.138

#3 · Sataracell 4940003252

distance 0.15 · cross-district

#4 · Sataracell 4940002917

distance 0.15 · cross-district

#5 · Sataracell 4940002806

distance 0.153 · cross-district

#6 · Sanglicell 4930006628

distance 0.154

#7 · Solapurcell 4960003774

distance 0.155 · cross-district

#8 · Sanglicell 4930005195

distance 0.156

#9 · Solapurcell 4960002952

distance 0.159 · cross-district

#10 · Sataracell 4940002918

distance 0.159 · cross-district

#11 · Solapurcell 4960003777

distance 0.161 · cross-district

#12 · Sanglicell 4930005072

distance 0.161

#13 · Sataracell 4940003585

distance 0.167 · cross-district

#14 · Sataracell 4940002916

distance 0.171 · cross-district

#15 · Sataracell 4940007400

distance 0.177 · cross-district

#16 · Solapurcell 4960003636

distance 0.177 · cross-district

#17 · Sanglicell 4930006819

distance 0.178

#18 · Sanglicell 4930005441

distance 0.179

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":4930007118}}}'

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.