Bhārata Strata · Maharashtra · Parbhani · morphological twins

Places like cell 4890004878

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 10 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.217

lower = more alike (weighted)

The twins, closest first

#1 · Nagpurcell 4840007204

distance 0.217 · cross-district

#2 · Parbhanicell 4890004291

distance 0.242

#3 · Hingolicell 4770001052

distance 0.251 · cross-district

#4 · Gondiacell 4760003311

distance 0.264 · cross-district

#5 · Yavatmalcell 5000005338

distance 0.264 · cross-district

#6 · Parbhanicell 4890004959

distance 0.264

#7 · Parbhanicell 4890005178

distance 0.272

#8 · Jalnacell 4790005630

distance 0.274 · cross-district

#9 · Gondiacell 4760000903

distance 0.274 · cross-district

#10 · Solapurcell 4960005465

distance 0.278 · cross-district

#11 · Jalgaoncell 4780002368

distance 0.278 · cross-district

#12 · Chhatrapati Sambhajinagarcell 4690006402

distance 0.282 · cross-district

#13 · Parbhanicell 4890001490

distance 0.285

#14 · Buldhanacell 4720007331

distance 0.286 · cross-district

#15 · Hingolicell 4770001722

distance 0.288 · cross-district

#16 · Buldhanacell 4720003297

distance 0.288 · cross-district

#17 · Yavatmalcell 5000002233

distance 0.289 · cross-district

#18 · Chhatrapati Sambhajinagarcell 4690001293

distance 0.29 · 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":4890004878}}}'

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.