Bhārata Strata · Maharashtra · Sangli · morphological twins

Places like cell 4930006648

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 6 distinct districts

Index confidence

0.93

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.107

lower = more alike (weighted)

The twins, closest first

#1 · Sanglicell 4930006647

distance 0.107

#2 · Sanglicell 4930006646

distance 0.119

#3 · Sanglicell 4930006868

distance 0.128

#4 · Solapurcell 4960003227

distance 0.155 · cross-district

#5 · Ahmednagarcell 4660003337

distance 0.165 · cross-district

#6 · Sanglicell 4930007178

distance 0.168

#7 · Sataracell 4940003128

distance 0.168 · cross-district

#8 · Punecell 4900007982

distance 0.175 · cross-district

#9 · Punecell 4900007871

distance 0.176 · cross-district

#10 · Sanglicell 4930004801

distance 0.176

#11 · Solapurcell 4960001397

distance 0.177 · cross-district

#12 · Punecell 4900008313

distance 0.177 · cross-district

#13 · Beedcell 4700004842

distance 0.178 · cross-district

#14 · Punecell 4900008645

distance 0.178 · cross-district

#15 · Ahmednagarcell 4660003653

distance 0.179 · cross-district

#16 · Sanglicell 4930007186

distance 0.18

#17 · Punecell 4900007986

distance 0.183 · cross-district

#18 · Sataracell 4940002219

distance 0.183 · 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":4930006648}}}'

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.