Bhārata Strata · Maharashtra · Nagpur · morphological twins

Places like cell 4840002421

The MH-36 locality cells most similar to this Nagpur 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

0.93

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.27

lower = more alike (weighted)

The twins, closest first

#1 · Nagpurcell 4840003758

distance 0.27

#2 · Nagpurcell 4840002513

distance 0.289

#3 · Akolacell 4670001916

distance 0.293 · cross-district

#4 · Yavatmalcell 5000010422

distance 0.298 · cross-district

#5 · Akolacell 4670002085

distance 0.32 · cross-district

#6 · Buldhanacell 4720006439

distance 0.321 · cross-district

#7 · Akolacell 4670002264

distance 0.321 · cross-district

#8 · Wardhacell 4980003676

distance 0.322 · cross-district

#9 · Solapurcell 4960009732

distance 0.323 · cross-district

#10 · Chandrapurcell 4730003245

distance 0.325 · cross-district

#11 · Wardhacell 4980004917

distance 0.329 · cross-district

#12 · Nagpurcell 4840004716

distance 0.333

#13 · Chandrapurcell 4730003308

distance 0.335 · cross-district

#14 · Wardhacell 4980002563

distance 0.335 · cross-district

#15 · Wardhacell 4980000624

distance 0.336 · cross-district

#16 · Beedcell 4700001185

distance 0.337 · cross-district

#17 · Chandrapurcell 4730002110

distance 0.339 · cross-district

#18 · Akolacell 4670001568

distance 0.34 · 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":484,"cluster_id":4840002421}}}'

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.