Bhārata Strata · Maharashtra · Chandrapur · morphological twins

Places like cell 4730007846

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

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.164

lower = more alike (weighted)

The twins, closest first

#1 · Yavatmalcell 5000006350

distance 0.164 · cross-district

#2 · Wardhacell 4980000230

distance 0.17 · cross-district

#3 · Chandrapurcell 4730007287

distance 0.178

#4 · Wardhacell 4980000999

distance 0.184 · cross-district

#5 · Wardhacell 4980001095

distance 0.189 · cross-district

#6 · Wardhacell 4980001282

distance 0.191 · cross-district

#7 · Yavatmalcell 5000008125

distance 0.193 · cross-district

#8 · Amravaticell 4680001325

distance 0.194 · cross-district

#9 · Chandrapurcell 4730007943

distance 0.196

#10 · Wardhacell 4980001562

distance 0.196 · cross-district

#11 · Chandrapurcell 4730008136

distance 0.196

#12 · Wardhacell 4980001822

distance 0.197 · cross-district

#13 · Yavatmalcell 5000007859

distance 0.199 · cross-district

#14 · Yavatmalcell 5000009751

distance 0.199 · cross-district

#15 · Chandrapurcell 4730008041

distance 0.2

#16 · Chandrapurcell 4730008047

distance 0.201

#17 · Wardhacell 4980001575

distance 0.202 · cross-district

#18 · Nagpurcell 4840001062

distance 0.202 · 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":4730007846}}}'

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.