Bhārata Strata · Maharashtra · Sangli · morphological twins

Places like cell 4930006922

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 5 distinct districts

Index confidence

0.93

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.16

lower = more alike (weighted)

The twins, closest first

#1 · Sanglicell 4930007144

distance 0.16

#2 · Dharashivcell 4880003163

distance 0.175 · cross-district

#3 · Sanglicell 4930007086

distance 0.176

#4 · Punecell 4900008540

distance 0.18 · cross-district

#5 · Ahmednagarcell 4660003118

distance 0.181 · cross-district

#6 · Punecell 4900006300

distance 0.185 · cross-district

#7 · Solapurcell 4960010144

distance 0.186 · cross-district

#8 · Punecell 4900005677

distance 0.189 · cross-district

#9 · Solapurcell 4960005701

distance 0.19 · cross-district

#10 · Ahmednagarcell 4660003532

distance 0.191 · cross-district

#11 · Ahmednagarcell 4660000042

distance 0.191 · cross-district

#12 · Punecell 4900006057

distance 0.192 · cross-district

#13 · Solapurcell 4960001398

distance 0.193 · cross-district

#14 · Sanglicell 4930006656

distance 0.194

#15 · Punecell 4900002784

distance 0.195 · cross-district

#16 · Sanglicell 4930007173

distance 0.198

#17 · Solapurcell 4960000094

distance 0.2 · cross-district

#18 · Sanglicell 4930006511

distance 0.201

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":4930006922}}}'

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.