Bhārata Strata · Maharashtra · Chandrapur · morphological twins

Places like cell 4730003310

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 11 distinct districts

Index confidence

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.266

lower = more alike (weighted)

The twins, closest first

#1 · Akolacell 4670002340

distance 0.266 · cross-district

#2 · Chandrapurcell 4730007004

distance 0.292

#3 · Dharashivcell 4880000818

distance 0.309 · cross-district

#4 · Beedcell 4700000243

distance 0.311 · cross-district

#5 · Hingolicell 4770003763

distance 0.317 · cross-district

#6 · Chandrapurcell 4730003613

distance 0.321

#7 · Dharashivcell 4880000981

distance 0.321 · cross-district

#8 · Beedcell 4700007822

distance 0.322 · cross-district

#9 · Beedcell 4700004313

distance 0.328 · cross-district

#10 · Yavatmalcell 5000005970

distance 0.329 · cross-district

#11 · Akolacell 4670001031

distance 0.329 · cross-district

#12 · Akolacell 4670001225

distance 0.336 · cross-district

#13 · Jalgaoncell 4780006043

distance 0.337 · cross-district

#14 · Nandedcell 4850001002

distance 0.34 · cross-district

#15 · Nagpurcell 4840005338

distance 0.34 · cross-district

#16 · Solapurcell 4960004479

distance 0.34 · cross-district

#17 · Buldhanacell 4720006826

distance 0.341 · cross-district

#18 · Akolacell 4670002266

distance 0.347 · 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":4730003310}}}'

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.