Bhārata Strata · Maharashtra · Nanded · morphological twins

Places like cell 4850001232

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 8 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.18

lower = more alike (weighted)

The twins, closest first

#1 · Jalnacell 4790002025

distance 0.18 · cross-district

#2 · Nandedcell 4850001231

distance 0.199

#3 · Beedcell 4700007899

distance 0.201 · cross-district

#4 · Nandedcell 4850004038

distance 0.204

#5 · Solapurcell 4960001687

distance 0.211 · cross-district

#6 · Nandedcell 4850004108

distance 0.211

#7 · Jalgaoncell 4780005594

distance 0.215 · cross-district

#8 · Jalgaoncell 4780005595

distance 0.217 · cross-district

#9 · Nandedcell 4850000668

distance 0.219

#10 · Dharashivcell 4880000973

distance 0.221 · cross-district

#11 · Beedcell 4700008362

distance 0.222 · cross-district

#12 · Jalnacell 4790001546

distance 0.222 · cross-district

#13 · Jalgaoncell 4780006270

distance 0.222 · cross-district

#14 · Jalnacell 4790002024

distance 0.222 · cross-district

#15 · Hingolicell 4770000820

distance 0.222 · cross-district

#16 · Nandedcell 4850002114

distance 0.223

#17 · Nandedcell 4850002208

distance 0.224

#18 · Nashikcell 4870006072

distance 0.224 · 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":4850001232}}}'

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.