Bhārata Strata · Maharashtra · Chandrapur · morphological twins

Places like cell 4730007004

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 9 distinct districts

Index confidence

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.238

lower = more alike (weighted)

The twins, closest first

#1 · Jalgaoncell 4780004699

distance 0.238 · cross-district

#2 · Chandrapurcell 4730008344

distance 0.272

#3 · Chandrapurcell 4730009531

distance 0.273

#4 · Jalgaoncell 4780006043

distance 0.279 · cross-district

#5 · Hingolicell 4770003528

distance 0.28 · cross-district

#6 · Chandrapurcell 4730007687

distance 0.287

#7 · Buldhanacell 4720006826

distance 0.289 · cross-district

#8 · Chandrapurcell 4730003310

distance 0.292

#9 · Nagpurcell 4840000147

distance 0.293 · cross-district

#10 · Bhandaracell 4710000126

distance 0.294 · cross-district

#11 · Akolacell 4670002340

distance 0.295 · cross-district

#12 · Solapurcell 4960002344

distance 0.297 · cross-district

#13 · Yavatmalcell 5000002607

distance 0.303 · cross-district

#14 · Akolacell 4670003895

distance 0.308 · cross-district

#15 · Chandrapurcell 4730005690

distance 0.309

#16 · Akolacell 4670000215

distance 0.309 · cross-district

#17 · Nagpurcell 4840005338

distance 0.309 · cross-district

#18 · Yavatmalcell 5000005970

distance 0.314 · 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":4730007004}}}'

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.