Bhārata Strata · Maharashtra · Chandrapur · morphological twins

Places like cell 4730007110

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

0.246

lower = more alike (weighted)

The twins, closest first

#1 · Chandrapurcell 4730007838

distance 0.246

#2 · Yavatmalcell 5000005407

distance 0.269 · cross-district

#3 · Nandedcell 4850000846

distance 0.273 · cross-district

#4 · Yavatmalcell 5000007189

distance 0.275 · cross-district

#5 · Chandrapurcell 4730002089

distance 0.278

#6 · Yavatmalcell 5000005035

distance 0.289 · cross-district

#7 · Chandrapurcell 4730005823

distance 0.29

#8 · Wardhacell 4980000386

distance 0.304 · cross-district

#9 · Yavatmalcell 5000004536

distance 0.307 · cross-district

#10 · Nandedcell 4850008378

distance 0.308 · cross-district

#11 · Yavatmalcell 5000008221

distance 0.308 · cross-district

#12 · Nagpurcell 4840000064

distance 0.313 · cross-district

#13 · Yavatmalcell 5000010823

distance 0.313 · cross-district

#14 · Chandrapurcell 4730002001

distance 0.314

#15 · Yavatmalcell 5000005878

distance 0.315 · cross-district

#16 · Chandrapurcell 4730005342

distance 0.319

#17 · Gondiacell 4760000263

distance 0.32 · cross-district

#18 · Yavatmalcell 5000009386

distance 0.32 · 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":4730007110}}}'

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.