Bhārata Strata · Maharashtra · Nagpur · morphological twins

Places like cell 4840008607

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 10 distinct districts

Index confidence

0.93

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.182

lower = more alike (weighted)

The twins, closest first

#1 · Nagpurcell 4840007523

distance 0.182

#2 · Nagpurcell 4840007745

distance 0.201

#3 · Nagpurcell 4840008107

distance 0.249

#4 · Nagpurcell 4840007922

distance 0.267

#5 · Chandrapurcell 4730000402

distance 0.268 · cross-district

#6 · Hingolicell 4770002668

distance 0.28 · cross-district

#7 · Amravaticell 4680005183

distance 0.293 · cross-district

#8 · Yavatmalcell 5000009133

distance 0.303 · cross-district

#9 · Jalgaoncell 4780003821

distance 0.304 · cross-district

#10 · Chandrapurcell 4730004822

distance 0.313 · cross-district

#11 · Dharashivcell 4880003482

distance 0.32 · cross-district

#12 · Nagpurcell 4840008632

distance 0.32

#13 · Nandedcell 4850000347

distance 0.32 · cross-district

#14 · Wardhacell 4980004048

distance 0.323 · cross-district

#15 · Nagpurcell 4840007863

distance 0.323

#16 · Yavatmalcell 5000009021

distance 0.326 · cross-district

#17 · Washimcell 4990001322

distance 0.327 · cross-district

#18 · Yavatmalcell 5000001879

distance 0.328 · 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":4840008607}}}'

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.