Bhārata Strata · Maharashtra · Parbhani · morphological twins

Places like cell 4890000276

The MH-36 locality cells most similar to this Parbhani 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

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.201

lower = more alike (weighted)

The twins, closest first

#1 · Nandedcell 4850003963

distance 0.201 · cross-district

#2 · Parbhanicell 4890000082

distance 0.285

#3 · Parbhanicell 4890000464

distance 0.287

#4 · Parbhanicell 4890000279

distance 0.295

#5 · Nandedcell 4850001585

distance 0.297 · cross-district

#6 · Parbhanicell 4890000544

distance 0.298

#7 · Parbhanicell 4890000053

distance 0.298

#8 · Parbhanicell 4890000194

distance 0.299

#9 · Jalnacell 4790002804

distance 0.302 · cross-district

#10 · Nandedcell 4850001892

distance 0.305 · cross-district

#11 · Yavatmalcell 5000009386

distance 0.313 · cross-district

#12 · Parbhanicell 4890000192

distance 0.316

#13 · Laturcell 4810006137

distance 0.319 · cross-district

#14 · Parbhanicell 4890000230

distance 0.319

#15 · Nandedcell 4850003681

distance 0.321 · cross-district

#16 · Laturcell 4810001156

distance 0.322 · cross-district

#17 · Akolacell 4670000112

distance 0.323 · cross-district

#18 · Laturcell 4810005863

distance 0.324 · 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":489,"cluster_id":4890000276}}}'

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.