Bhārata Strata · Maharashtra · Nanded · morphological twins

Places like cell 4850003930

The MH-36 locality cells most similar to this Nanded 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 12 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.251

lower = more alike (weighted)

The twins, closest first

#1 · Nandedcell 4850004413

distance 0.251

#2 · Akolacell 4670001945

distance 0.261 · cross-district

#3 · Laturcell 4810001491

distance 0.276 · cross-district

#4 · Jalgaoncell 4780009579

distance 0.277 · cross-district

#5 · Nashikcell 4870002875

distance 0.282 · cross-district

#6 · Nandedcell 4850006198

distance 0.287

#7 · Nandedcell 4850004939

distance 0.289

#8 · Parbhanicell 4890001872

distance 0.297 · cross-district

#9 · Nandedcell 4850004200

distance 0.299

#10 · Solapurcell 4960008973

distance 0.306 · cross-district

#11 · Chandrapurcell 4730003683

distance 0.313 · cross-district

#12 · Ahmednagarcell 4660001339

distance 0.319 · cross-district

#13 · Nagpurcell 4840007605

distance 0.32 · cross-district

#14 · Nandedcell 4850004269

distance 0.321

#15 · Punecell 4900000219

distance 0.326 · cross-district

#16 · Nandedcell 4850004284

distance 0.326

#17 · Chhatrapati Sambhajinagarcell 4690001071

distance 0.328 · cross-district

#18 · Nandedcell 4850004485

distance 0.33

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":485,"cluster_id":4850003930}}}'

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.