Bhārata Strata · Maharashtra · Nanded · morphological twins

Places like cell 4850003126

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

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.215

lower = more alike (weighted)

The twins, closest first

#1 · Nandedcell 4850004410

distance 0.215

#2 · Dharashivcell 4880000144

distance 0.247 · cross-district

#3 · Chandrapurcell 4730003379

distance 0.261 · cross-district

#4 · Ahmednagarcell 4660003683

distance 0.279 · cross-district

#5 · Ahmednagarcell 4660013854

distance 0.287 · cross-district

#6 · Nandedcell 4850000891

distance 0.294

#7 · Buldhanacell 4720007772

distance 0.298 · cross-district

#8 · Yavatmalcell 5000001657

distance 0.301 · cross-district

#9 · Amravaticell 4680004217

distance 0.302 · cross-district

#10 · Jalgaoncell 4780005207

distance 0.307 · cross-district

#11 · Gadchirolicell 4750006295

distance 0.311 · cross-district

#12 · Akolacell 4670001513

distance 0.316 · cross-district

#13 · Laturcell 4810003064

distance 0.319 · cross-district

#14 · Beedcell 4700006422

distance 0.32 · cross-district

#15 · Beedcell 4700000338

distance 0.32 · cross-district

#16 · Laturcell 4810003058

distance 0.32 · cross-district

#17 · Amravaticell 4680004980

distance 0.323 · cross-district

#18 · Ahmednagarcell 4660009398

distance 0.324 · 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":485,"cluster_id":4850003126}}}'

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.