Bhārata Strata · Maharashtra · Ahmednagar · morphological twins

Places like cell 4660002247

The MH-36 locality cells most similar to this Ahmednagar 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

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.201

lower = more alike (weighted)

The twins, closest first

#1 · Ahmednagarcell 4660003246

distance 0.201

#2 · Kolhapurcell 4800004620

distance 0.224 · cross-district

#3 · Ahmednagarcell 4660002588

distance 0.233

#4 · Ahmednagarcell 4660003291

distance 0.237

#5 · Sanglicell 4930000142

distance 0.24 · cross-district

#6 · Ahmednagarcell 4660013510

distance 0.243

#7 · Punecell 4900004727

distance 0.244 · cross-district

#8 · Nashikcell 4870006136

distance 0.245 · cross-district

#9 · Ahmednagarcell 4660001534

distance 0.246

#10 · Nashikcell 4870005430

distance 0.248 · cross-district

#11 · Punecell 4900007520

distance 0.249 · cross-district

#12 · Ahmednagarcell 4660004027

distance 0.25

#13 · Sanglicell 4930000216

distance 0.253 · cross-district

#14 · Solapurcell 4960010302

distance 0.254 · cross-district

#15 · Ahmednagarcell 4660000157

distance 0.255

#16 · Solapurcell 4960009024

distance 0.255 · cross-district

#17 · Nashikcell 4870005403

distance 0.255 · cross-district

#18 · Solapurcell 4960005971

distance 0.256 · 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":466,"cluster_id":4660002247}}}'

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.