Bhārata Strata · Maharashtra · Chandrapur · morphological twins

Places like cell 4730002639

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

0.237

lower = more alike (weighted)

The twins, closest first

#1 · Chandrapurcell 4730002824

distance 0.237

#2 · Yavatmalcell 5000002761

distance 0.239 · cross-district

#3 · Chandrapurcell 4730003163

distance 0.24

#4 · Chandrapurcell 4730003244

distance 0.271

#5 · Chandrapurcell 4730004516

distance 0.28

#6 · Yavatmalcell 5000002908

distance 0.3 · cross-district

#7 · Chandrapurcell 4730003110

distance 0.3

#8 · Chandrapurcell 4730003607

distance 0.311

#9 · Chandrapurcell 4730002834

distance 0.314

#10 · Nagpurcell 4840002793

distance 0.316 · cross-district

#11 · Jalgaoncell 4780005743

distance 0.325 · cross-district

#12 · Nagpurcell 4840002420

distance 0.333 · cross-district

#13 · Nagpurcell 4840002804

distance 0.336 · cross-district

#14 · Chandrapurcell 4730003770

distance 0.337

#15 · Nandedcell 4850004883

distance 0.342 · cross-district

#16 · Jalgaoncell 4780005604

distance 0.348 · cross-district

#17 · Parbhanicell 4890002852

distance 0.349 · cross-district

#18 · Chandrapurcell 4730001568

distance 0.353

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":4730002639}}}'

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.