Bhārata Strata · Maharashtra · Sangli · morphological twins

Places like cell 4930006982

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

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.128

lower = more alike (weighted)

The twins, closest first

#1 · Sanglicell 4930006926

distance 0.128

#2 · Sanglicell 4930006161

distance 0.186

#3 · Ahmednagarcell 4660006632

distance 0.187 · cross-district

#4 · Ahmednagarcell 4660008556

distance 0.188 · cross-district

#5 · Ahmednagarcell 4660001625

distance 0.19 · cross-district

#6 · Nashikcell 4870006009

distance 0.191 · cross-district

#7 · Punecell 4900005806

distance 0.196 · cross-district

#8 · Nashikcell 4870006765

distance 0.206 · cross-district

#9 · Solapurcell 4960000592

distance 0.208 · cross-district

#10 · Ahmednagarcell 4660007944

distance 0.208 · cross-district

#11 · Ahmednagarcell 4660011843

distance 0.209 · cross-district

#12 · Ahmednagarcell 4660002035

distance 0.21 · cross-district

#13 · Nashikcell 4870004146

distance 0.21 · cross-district

#14 · Nashikcell 4870003033

distance 0.21 · cross-district

#15 · Sanglicell 4930007117

distance 0.212

#16 · Nashikcell 4870005729

distance 0.212 · cross-district

#17 · Ahmednagarcell 4660001724

distance 0.213 · cross-district

#18 · Ahmednagarcell 4660008561

distance 0.213 · 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":4930006982}}}'

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.