Bhārata Strata · Maharashtra · Sangli · morphological twins

Places like cell 4930005008

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

0.153

lower = more alike (weighted)

The twins, closest first

#1 · Sanglicell 4930005139

distance 0.153

#2 · Ahmednagarcell 4660000982

distance 0.171 · cross-district

#3 · Solapurcell 4960012487

distance 0.176 · cross-district

#4 · Ahmednagarcell 4660000418

distance 0.181 · cross-district

#5 · Dharashivcell 4880000754

distance 0.182 · cross-district

#6 · Ahmednagarcell 4660001659

distance 0.183 · cross-district

#7 · Solapurcell 4960000273

distance 0.185 · cross-district

#8 · Solapurcell 4960000190

distance 0.188 · cross-district

#9 · Sanglicell 4930005012

distance 0.192

#10 · Beedcell 4700005198

distance 0.193 · cross-district

#11 · Ahmednagarcell 4660001648

distance 0.197 · cross-district

#12 · Solapurcell 4960005808

distance 0.198 · cross-district

#13 · Solapurcell 4960010231

distance 0.199 · cross-district

#14 · Solapurcell 4960007262

distance 0.2 · cross-district

#15 · Dharashivcell 4880001720

distance 0.2 · cross-district

#16 · Dharashivcell 4880000380

distance 0.201 · cross-district

#17 · Dharashivcell 4880000451

distance 0.204 · cross-district

#18 · Buldhanacell 4720000360

distance 0.204 · 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":4930005008}}}'

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.