Bhārata Strata · Maharashtra · Nanded · morphological twins

Places like cell 4850001034

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 4 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.197

lower = more alike (weighted)

The twins, closest first

#1 · Nandedcell 4850005539

distance 0.197

#2 · Laturcell 4810004319

distance 0.207 · cross-district

#3 · Nandedcell 4850005262

distance 0.211

#4 · Nandedcell 4850005770

distance 0.212

#5 · Laturcell 4810004520

distance 0.213 · cross-district

#6 · Hingolicell 4770000167

distance 0.213 · cross-district

#7 · Nandedcell 4850005468

distance 0.215

#8 · Nandedcell 4850006175

distance 0.222

#9 · Nandedcell 4850005844

distance 0.222

#10 · Nandedcell 4850005270

distance 0.23

#11 · Nandedcell 4850006095

distance 0.23

#12 · Nandedcell 4850005403

distance 0.234

#13 · Laturcell 4810003718

distance 0.235 · cross-district

#14 · Laturcell 4810004218

distance 0.235 · cross-district

#15 · Nandedcell 4850005845

distance 0.235

#16 · Laturcell 4810004912

distance 0.235 · cross-district

#17 · Parbhanicell 4890001539

distance 0.236 · cross-district

#18 · Laturcell 4810004019

distance 0.237 · 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":4850001034}}}'

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.