Bhārata Strata · Maharashtra · Sangli · morphological twins

Places like cell 4930006888

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

0.11

lower = more alike (weighted)

The twins, closest first

#1 · Solapurcell 4960001172

distance 0.11 · cross-district

#2 · Sanglicell 4930006732

distance 0.129

#3 · Sanglicell 4930006886

distance 0.135

#4 · Sanglicell 4930006887

distance 0.146

#5 · Solapurcell 4960002955

distance 0.151 · cross-district

#6 · Ahmednagarcell 4660004008

distance 0.16 · cross-district

#7 · Ahmednagarcell 4660003278

distance 0.162 · cross-district

#8 · Sanglicell 4930007114

distance 0.163

#9 · Sanglicell 4930006843

distance 0.163

#10 · Punecell 4900008315

distance 0.164 · cross-district

#11 · Sanglicell 4930006657

distance 0.167

#12 · Punecell 4900008311

distance 0.168 · cross-district

#13 · Ahmednagarcell 4660004357

distance 0.168 · cross-district

#14 · Ahmednagarcell 4660003590

distance 0.173 · cross-district

#15 · Ahmednagarcell 4660003949

distance 0.174 · cross-district

#16 · Punecell 4900007867

distance 0.176 · cross-district

#17 · Sanglicell 4930006731

distance 0.176

#18 · Solapurcell 4960010938

distance 0.176 · 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":4930006888}}}'

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.