Bhārata Strata · Maharashtra · Ahmednagar · morphological twins

Places like cell 4660012469

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

0.178

lower = more alike (weighted)

The twins, closest first

#1 · Ahmednagarcell 4660010699

distance 0.178

#2 · Ahmednagarcell 4660012751

distance 0.218

#3 · Ahmednagarcell 4660011501

distance 0.233

#4 · Ahmednagarcell 4660007054

distance 0.237

#5 · Nashikcell 4870012743

distance 0.254 · cross-district

#6 · Sataracell 4940007285

distance 0.261 · cross-district

#7 · Ahmednagarcell 4660010864

distance 0.268

#8 · Beedcell 4700004404

distance 0.27 · cross-district

#9 · Ahmednagarcell 4660005659

distance 0.273

#10 · Solapurcell 4960005967

distance 0.278 · cross-district

#11 · Nashikcell 4870008930

distance 0.278 · cross-district

#12 · Nashikcell 4870006740

distance 0.28 · cross-district

#13 · Beedcell 4700005353

distance 0.284 · cross-district

#14 · Beedcell 4700006752

distance 0.287 · cross-district

#15 · Nashikcell 4870007333

distance 0.295 · cross-district

#16 · Beedcell 4700005635

distance 0.296 · cross-district

#17 · Amravaticell 4680009808

distance 0.302 · cross-district

#18 · Nashikcell 4870008931

distance 0.303 · 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":4660012469}}}'

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.