Bhārata Strata · Maharashtra · Nanded · morphological twins

Places like cell 4850008091

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

0.213

lower = more alike (weighted)

The twins, closest first

#1 · Nandedcell 4850008569

distance 0.213

#2 · Chandrapurcell 4730003762

distance 0.215 · cross-district

#3 · Parbhanicell 4890003211

distance 0.23 · cross-district

#4 · Sataracell 4940002055

distance 0.255 · cross-district

#5 · Nandedcell 4850006194

distance 0.266

#6 · Jalgaoncell 4780009115

distance 0.271 · cross-district

#7 · Nandedcell 4850003454

distance 0.274

#8 · Nagpurcell 4840006872

distance 0.274 · cross-district

#9 · Washimcell 4990002995

distance 0.275 · cross-district

#10 · Nandedcell 4850008742

distance 0.278

#11 · Beedcell 4700007459

distance 0.285 · cross-district

#12 · Nandedcell 4850003265

distance 0.285

#13 · Parbhanicell 4890003102

distance 0.288 · cross-district

#14 · Nagpurcell 4840006870

distance 0.288 · cross-district

#15 · Gadchirolicell 4750003922

distance 0.29 · cross-district

#16 · Nandedcell 4850008093

distance 0.292

#17 · Jalgaoncell 4780003685

distance 0.292 · cross-district

#18 · Nandedcell 4850008201

distance 0.293

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":4850008091}}}'

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.