Bhārata Strata · Maharashtra · Sangli · morphological twins

Places like cell 4930004308

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 4 distinct districts

Index confidence

0.93

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.077

lower = more alike (weighted)

The twins, closest first

#1 · Sanglicell 4930004309

distance 0.077

#2 · Sanglicell 4930005118

distance 0.087

#3 · Sanglicell 4930005375

distance 0.1

#4 · Sanglicell 4930006578

distance 0.102

#5 · Sanglicell 4930004302

distance 0.106

#6 · Sanglicell 4930004300

distance 0.112

#7 · Solapurcell 4960000262

distance 0.116 · cross-district

#8 · Sanglicell 4930005585

distance 0.118

#9 · Solapurcell 4960000448

distance 0.12 · cross-district

#10 · Ahmednagarcell 4660000316

distance 0.12 · cross-district

#11 · Solapurcell 4960006214

distance 0.123 · cross-district

#12 · Dharashivcell 4880001440

distance 0.124 · cross-district

#13 · Dharashivcell 4880004724

distance 0.126 · cross-district

#14 · Solapurcell 4960000593

distance 0.127 · cross-district

#15 · Solapurcell 4960000418

distance 0.128 · cross-district

#16 · Dharashivcell 4880001539

distance 0.128 · cross-district

#17 · Dharashivcell 4880002659

distance 0.129 · cross-district

#18 · Solapurcell 4960004775

distance 0.129 · 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":4930004308}}}'

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.