Bhārata Strata · Maharashtra · Chandrapur · morphological twins

Places like cell 4730002748

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 5 distinct districts

Index confidence

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.237

lower = more alike (weighted)

The twins, closest first

#1 · Chandrapurcell 4730005573

distance 0.237

#2 · Chandrapurcell 4730005268

distance 0.259

#3 · Chandrapurcell 4730005366

distance 0.268

#4 · Chandrapurcell 4730004958

distance 0.268

#5 · Chandrapurcell 4730005574

distance 0.269

#6 · Chandrapurcell 4730005892

distance 0.278

#7 · Chandrapurcell 4730003509

distance 0.286

#8 · Chandrapurcell 4730000922

distance 0.289

#9 · Chandrapurcell 4730009354

distance 0.29

#10 · Chandrapurcell 4730004695

distance 0.29

#11 · Wardhacell 4980000676

distance 0.294 · cross-district

#12 · Nagpurcell 4840003847

distance 0.295 · cross-district

#13 · Chandrapurcell 4730004312

distance 0.296

#14 · Yavatmalcell 5000009714

distance 0.298 · cross-district

#15 · Chandrapurcell 4730005904

distance 0.299

#16 · Chandrapurcell 4730005074

distance 0.301

#17 · Bhandaracell 4710001211

distance 0.303 · cross-district

#18 · Chandrapurcell 4730007176

distance 0.304

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":4730002748}}}'

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.