Bhārata Strata · Maharashtra · Chandrapur · morphological twins

Places like cell 4730003958

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 10 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.203

lower = more alike (weighted)

The twins, closest first

#1 · Chandrapurcell 4730001741

distance 0.203

#2 · Akolacell 4670001092

distance 0.214 · cross-district

#3 · Yavatmalcell 5000011554

distance 0.241 · cross-district

#4 · Chandrapurcell 4730004050

distance 0.248

#5 · Yavatmalcell 5000002947

distance 0.25 · cross-district

#6 · Amravaticell 4680000813

distance 0.252 · cross-district

#7 · Nandedcell 4850001602

distance 0.254 · cross-district

#8 · Akolacell 4670001463

distance 0.254 · cross-district

#9 · Washimcell 4990003654

distance 0.258 · cross-district

#10 · Jalgaoncell 4780004881

distance 0.258 · cross-district

#11 · Akolacell 4670000720

distance 0.261 · cross-district

#12 · Hingolicell 4770002470

distance 0.263 · cross-district

#13 · Jalgaoncell 4780006566

distance 0.265 · cross-district

#14 · Wardhacell 4980001292

distance 0.265 · cross-district

#15 · Jalgaoncell 4780003094

distance 0.271 · cross-district

#16 · Yavatmalcell 5000011607

distance 0.271 · cross-district

#17 · Gadchirolicell 4750003680

distance 0.273 · cross-district

#18 · Washimcell 4990001727

distance 0.274 · 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":4730003958}}}'

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.