Bhārata Strata · Maharashtra · Chandrapur · morphological twins

Places like cell 4730001779

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

0.265

lower = more alike (weighted)

The twins, closest first

#1 · Laturcell 4810002279

distance 0.265 · cross-district

#2 · Akolacell 4670001516

distance 0.281 · cross-district

#3 · Parbhanicell 4890001699

distance 0.285 · cross-district

#4 · Laturcell 4810003575

distance 0.291 · cross-district

#5 · Chandrapurcell 4730002640

distance 0.292

#6 · Parbhanicell 4890002122

distance 0.292 · cross-district

#7 · Chandrapurcell 4730001414

distance 0.3

#8 · Laturcell 4810002809

distance 0.313 · cross-district

#9 · Jalgaoncell 4780005882

distance 0.319 · cross-district

#10 · Nandedcell 4850001944

distance 0.32 · cross-district

#11 · Chandrapurcell 4730003684

distance 0.322

#12 · Akolacell 4670002991

distance 0.328 · cross-district

#13 · Chandrapurcell 4730003218

distance 0.337

#14 · Buldhanacell 4720006158

distance 0.342 · cross-district

#15 · Chandrapurcell 4730003368

distance 0.344

#16 · Jalgaoncell 4780006387

distance 0.346 · cross-district

#17 · Akolacell 4670002282

distance 0.346 · cross-district

#18 · Amravaticell 4680006293

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":4730001779}}}'

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.