Bhārata Strata · Maharashtra · Nanded · morphological twins

Places like cell 4850000454

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 7 distinct districts

Index confidence

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.204

lower = more alike (weighted)

The twins, closest first

#1 · Hingolicell 4770001650

distance 0.204 · cross-district

#2 · Hingolicell 4770003858

distance 0.205 · cross-district

#3 · Nandedcell 4850000767

distance 0.219

#4 · Nandedcell 4850000963

distance 0.225

#5 · Buldhanacell 4720004025

distance 0.228 · cross-district

#6 · Nandedcell 4850001130

distance 0.236

#7 · Hingolicell 4770001654

distance 0.237 · cross-district

#8 · Jalnacell 4790000826

distance 0.239 · cross-district

#9 · Amravaticell 4680000207

distance 0.242 · cross-district

#10 · Nandedcell 4850000757

distance 0.244

#11 · Amravaticell 4680001021

distance 0.248 · cross-district

#12 · Amravaticell 4680006056

distance 0.249 · cross-district

#13 · Nandedcell 4850000324

distance 0.249

#14 · Jalgaoncell 4780007228

distance 0.25 · cross-district

#15 · Hingolicell 4770001757

distance 0.251 · cross-district

#16 · Nandedcell 4850006900

distance 0.253

#17 · Amravaticell 4680000040

distance 0.254 · cross-district

#18 · Akolacell 4670000783

distance 0.255 · 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":4850000454}}}'

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.