Bhārata Strata · Maharashtra · Nanded · morphological twins

Places like cell 4850009041

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 9 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.208

lower = more alike (weighted)

The twins, closest first

#1 · Chandrapurcell 4730007228

distance 0.208 · cross-district

#2 · Amravaticell 4680003220

distance 0.208 · cross-district

#3 · Nandedcell 4850009043

distance 0.209

#4 · Wardhacell 4980000761

distance 0.224 · cross-district

#5 · Yavatmalcell 5000005502

distance 0.238 · cross-district

#6 · Chandrapurcell 4730003917

distance 0.238 · cross-district

#7 · Amravaticell 4680006772

distance 0.243 · cross-district

#8 · Wardhacell 4980000964

distance 0.245 · cross-district

#9 · Parbhanicell 4890001491

distance 0.248 · cross-district

#10 · Yavatmalcell 5000005169

distance 0.25 · cross-district

#11 · Yavatmalcell 5000010889

distance 0.253 · cross-district

#12 · Buldhanacell 4720002203

distance 0.254 · cross-district

#13 · Buldhanacell 4720001088

distance 0.254 · cross-district

#14 · Gondiacell 4760000088

distance 0.254 · cross-district

#15 · Jalgaoncell 4780001811

distance 0.255 · cross-district

#16 · Wardhacell 4980001273

distance 0.256 · cross-district

#17 · Wardhacell 4980000202

distance 0.257 · cross-district

#18 · Yavatmalcell 5000011047

distance 0.257 · 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":4850009041}}}'

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.