Bhārata Strata · Maharashtra · Nagpur · morphological twins

Places like cell 4840007621

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 9 distinct districts

Index confidence

0.93

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.178

lower = more alike (weighted)

The twins, closest first

#1 · Nagpurcell 4840008211

distance 0.178

#2 · Nagpurcell 4840008555

distance 0.204

#3 · Nagpurcell 4840007527

distance 0.241

#4 · Amravaticell 4680007518

distance 0.251 · cross-district

#5 · Gondiacell 4760002368

distance 0.253 · cross-district

#6 · Parbhanicell 4890005461

distance 0.255 · cross-district

#7 · Nagpurcell 4840007217

distance 0.256

#8 · Nagpurcell 4840007920

distance 0.264

#9 · Buldhanacell 4720005635

distance 0.264 · cross-district

#10 · Yavatmalcell 5000005790

distance 0.264 · cross-district

#11 · Nagpurcell 4840007682

distance 0.267

#12 · Hingolicell 4770001349

distance 0.268 · cross-district

#13 · Jalgaoncell 4780006701

distance 0.27 · cross-district

#14 · Akolacell 4670001542

distance 0.275 · cross-district

#15 · Nagpurcell 4840001942

distance 0.278

#16 · Nagpurcell 4840000859

distance 0.278

#17 · Nagpurcell 4840003451

distance 0.28

#18 · Yavatmalcell 5000008177

distance 0.282 · 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":4840007621}}}'

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.