Bhārata Strata · Maharashtra · Nagpur · morphological twins

Places like cell 4840001321

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 4 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.061

lower = more alike (weighted)

The twins, closest first

#1 · Nagpurcell 4840001399

distance 0.061

#2 · Nagpurcell 4840001482

distance 0.129

#3 · Nagpurcell 4840001398

distance 0.185

#4 · Nagpurcell 4840001402

distance 0.188

#5 · Nagpurcell 4840001322

distance 0.19

#6 · Yavatmalcell 5000011474

distance 0.246 · cross-district

#7 · Yavatmalcell 5000011475

distance 0.265 · cross-district

#8 · Yavatmalcell 5000011507

distance 0.269 · cross-district

#9 · Yavatmalcell 5000011442

distance 0.276 · cross-district

#10 · Yavatmalcell 5000011476

distance 0.29 · cross-district

#11 · Yavatmalcell 5000011443

distance 0.29 · cross-district

#12 · Parbhanicell 4890005401

distance 0.292 · cross-district

#13 · Nagpurcell 4840001243

distance 0.294

#14 · Parbhanicell 4890005422

distance 0.299 · cross-district

#15 · Yavatmalcell 5000011508

distance 0.309 · cross-district

#16 · Hingolicell 4770002738

distance 0.312 · cross-district

#17 · Yavatmalcell 5000011473

distance 0.314 · cross-district

#18 · Parbhanicell 4890005450

distance 0.317 · 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":4840001321}}}'

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.