Bhārata Strata · Maharashtra · Nanded · morphological twins

Places like cell 4850008838

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

0.235

lower = more alike (weighted)

The twins, closest first

#1 · Yavatmalcell 5000001048

distance 0.235 · cross-district

#2 · Yavatmalcell 5000002050

distance 0.237 · cross-district

#3 · Nandedcell 4850009002

distance 0.241

#4 · Nandedcell 4850008850

distance 0.246

#5 · Nandedcell 4850007225

distance 0.253

#6 · Nandedcell 4850006949

distance 0.255

#7 · Jalnacell 4790001412

distance 0.258 · cross-district

#8 · Nandedcell 4850007602

distance 0.26

#9 · Hingolicell 4770003523

distance 0.264 · cross-district

#10 · Beedcell 4700006235

distance 0.264 · cross-district

#11 · Nandedcell 4850008101

distance 0.264

#12 · Beedcell 4700008823

distance 0.264 · cross-district

#13 · Nagpurcell 4840006420

distance 0.273 · cross-district

#14 · Beedcell 4700005524

distance 0.273 · cross-district

#15 · Chandrapurcell 4730004337

distance 0.273 · cross-district

#16 · Parbhanicell 4890004043

distance 0.274 · cross-district

#17 · Nandedcell 4850005468

distance 0.274

#18 · Nandedcell 4850007026

distance 0.274

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":4850008838}}}'

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.