Bhārata Strata · Maharashtra · Chandrapur · morphological twins

Places like cell 4730001503

The MH-36 locality cells most similar to this Chandrapur 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

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.334

lower = more alike (weighted)

The twins, closest first

#1 · Chandrapurcell 4730001681

distance 0.334

#2 · Washimcell 4990003424

distance 0.337 · cross-district

#3 · Chandrapurcell 4730001575

distance 0.353

#4 · Chandrapurcell 4730001415

distance 0.358

#5 · Nagpurcell 4840003206

distance 0.364 · cross-district

#6 · Yavatmalcell 5000010059

distance 0.364 · cross-district

#7 · Washimcell 4990001631

distance 0.377 · cross-district

#8 · Yavatmalcell 5000010991

distance 0.377 · cross-district

#9 · Nagpurcell 4840000519

distance 0.38 · cross-district

#10 · Yavatmalcell 5000010990

distance 0.382 · cross-district

#11 · Yavatmalcell 5000010722

distance 0.387 · cross-district

#12 · Akolacell 4670004040

distance 0.388 · cross-district

#13 · Yavatmalcell 5000005559

distance 0.388 · cross-district

#14 · Nandedcell 4850001188

distance 0.39 · cross-district

#15 · Amravaticell 4680000228

distance 0.39 · cross-district

#16 · Wardhacell 4980002928

distance 0.39 · cross-district

#17 · Nandedcell 4850003477

distance 0.391 · cross-district

#18 · Yavatmalcell 5000010903

distance 0.393 · 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":473,"cluster_id":4730001503}}}'

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.