Bhārata Strata · Maharashtra · Nagpur · morphological twins

Places like cell 4840004721

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 6 distinct districts

Index confidence

0.94

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.197

lower = more alike (weighted)

The twins, closest first

#1 · Nagpurcell 4840006129

distance 0.197

#2 · Yavatmalcell 5000006377

distance 0.232 · cross-district

#3 · Bhandaracell 4710002781

distance 0.239 · cross-district

#4 · Bhandaracell 4710002631

distance 0.239 · cross-district

#5 · Nagpurcell 4840007487

distance 0.246

#6 · Yavatmalcell 5000010022

distance 0.246 · cross-district

#7 · Chandrapurcell 4730006475

distance 0.247 · cross-district

#8 · Nagpurcell 4840000722

distance 0.248

#9 · Nagpurcell 4840004404

distance 0.252

#10 · Nagpurcell 4840006497

distance 0.253

#11 · Chandrapurcell 4730007803

distance 0.253 · cross-district

#12 · Nagpurcell 4840000549

distance 0.255

#13 · Wardhacell 4980000117

distance 0.256 · cross-district

#14 · Chandrapurcell 4730006017

distance 0.261 · cross-district

#15 · Yavatmalcell 5000006956

distance 0.266 · cross-district

#16 · Amravaticell 4680000929

distance 0.267 · cross-district

#17 · Wardhacell 4980002733

distance 0.267 · cross-district

#18 · Chandrapurcell 4730002007

distance 0.269 · 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":4840004721}}}'

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.