Bhārata Strata · Maharashtra · Chandrapur · morphological twins

Places like cell 4730006841

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 8 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.183

lower = more alike (weighted)

The twins, closest first

#1 · Chandrapurcell 4730006733

distance 0.183

#2 · Chandrapurcell 4730001382

distance 0.192

#3 · Parbhanicell 4890000515

distance 0.199 · cross-district

#4 · Wardhacell 4980002080

distance 0.201 · cross-district

#5 · Yavatmalcell 5000009725

distance 0.202 · cross-district

#6 · Yavatmalcell 5000011003

distance 0.204 · cross-district

#7 · Gadchirolicell 4750010189

distance 0.206 · cross-district

#8 · Parbhanicell 4890000685

distance 0.207 · cross-district

#9 · Yavatmalcell 5000003610

distance 0.207 · cross-district

#10 · Gadchirolicell 4750010899

distance 0.208 · cross-district

#11 · Wardhacell 4980000663

distance 0.209 · cross-district

#12 · Washimcell 4990003688

distance 0.213 · cross-district

#13 · Yavatmalcell 5000008605

distance 0.214 · cross-district

#14 · Washimcell 4990002645

distance 0.215 · cross-district

#15 · Washimcell 4990004004

distance 0.215 · cross-district

#16 · Nagpurcell 4840001151

distance 0.216 · cross-district

#17 · Chandrapurcell 4730006729

distance 0.216

#18 · Amravaticell 4680007220

distance 0.217 · 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":4730006841}}}'

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.