Bhārata Strata · Maharashtra · Chandrapur · morphological twins

Places like cell 4730007557

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 6 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.313

lower = more alike (weighted)

The twins, closest first

#1 · Chandrapurcell 4730007214

distance 0.313

#2 · Bhandaracell 4710001841

distance 0.339 · cross-district

#3 · Nagpurcell 4840002842

distance 0.351 · cross-district

#4 · Beedcell 4700003979

distance 0.353 · cross-district

#5 · Nagpurcell 4840002535

distance 0.356 · cross-district

#6 · Chandrapurcell 4730008495

distance 0.359

#7 · Chandrapurcell 4730007988

distance 0.359

#8 · Nagpurcell 4840001544

distance 0.363 · cross-district

#9 · Nagpurcell 4840004840

distance 0.366 · cross-district

#10 · Chandrapurcell 4730009699

distance 0.372

#11 · Nagpurcell 4840000710

distance 0.374 · cross-district

#12 · Bhandaracell 4710000488

distance 0.375 · cross-district

#13 · Nagpurcell 4840000423

distance 0.376 · cross-district

#14 · Yavatmalcell 5000007731

distance 0.377 · cross-district

#15 · Chandrapurcell 4730007434

distance 0.381

#16 · Bhandaracell 4710000579

distance 0.382 · cross-district

#17 · Nagpurcell 4840006365

distance 0.388 · cross-district

#18 · Amravaticell 4680010334

distance 0.388 · 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":4730007557}}}'

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.