Bhārata Strata · Maharashtra · Sangli · morphological twins

Places like cell 4930007161

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 7 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.177

lower = more alike (weighted)

The twins, closest first

#1 · Sanglicell 4930007019

distance 0.177

#2 · Punecell 4900007396

distance 0.199 · cross-district

#3 · Ahmednagarcell 4660003998

distance 0.202 · cross-district

#4 · Ahmednagarcell 4660002634

distance 0.203 · cross-district

#5 · Solapurcell 4960007854

distance 0.203 · cross-district

#6 · Nashikcell 4870005871

distance 0.205 · cross-district

#7 · Ahmednagarcell 4660011033

distance 0.206 · cross-district

#8 · Ahmednagarcell 4660000799

distance 0.208 · cross-district

#9 · Ahmednagarcell 4660001830

distance 0.208 · cross-district

#10 · Sataracell 4940007710

distance 0.21 · cross-district

#11 · Solapurcell 4960005272

distance 0.214 · cross-district

#12 · Nashikcell 4870005571

distance 0.215 · cross-district

#13 · Solapurcell 4960008719

distance 0.216 · cross-district

#14 · Sataracell 4940007593

distance 0.216 · cross-district

#15 · Kolhapurcell 4800005469

distance 0.216 · cross-district

#16 · Sanglicell 4930007137

distance 0.216

#17 · Sanglicell 4930006126

distance 0.217

#18 · Solapurcell 4960008315

distance 0.217 · 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":4930007161}}}'

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.