Bhārata Strata · Maharashtra · Parbhani · morphological twins

Places like cell 4890001410

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

0.189

lower = more alike (weighted)

The twins, closest first

#1 · Buldhanacell 4720006766

distance 0.189 · cross-district

#2 · Jalnacell 4790004301

distance 0.191 · cross-district

#3 · Amravaticell 4680006474

distance 0.202 · cross-district

#4 · Jalnacell 4790002392

distance 0.205 · cross-district

#5 · Amravaticell 4680005176

distance 0.212 · cross-district

#6 · Buldhanacell 4720005874

distance 0.214 · cross-district

#7 · Buldhanacell 4720000510

distance 0.216 · cross-district

#8 · Dharashivcell 4880003414

distance 0.217 · cross-district

#9 · Jalgaoncell 4780001943

distance 0.217 · cross-district

#10 · Dharashivcell 4880000537

distance 0.219 · cross-district

#11 · Chhatrapati Sambhajinagarcell 4690008378

distance 0.222 · cross-district

#12 · Parbhanicell 4890001419

distance 0.224

#13 · Akolacell 4670003252

distance 0.225 · cross-district

#14 · Beedcell 4700008599

distance 0.227 · cross-district

#15 · Nagpurcell 4840003948

distance 0.229 · cross-district

#16 · Akolacell 4670003744

distance 0.231 · cross-district

#17 · Buldhanacell 4720006459

distance 0.233 · cross-district

#18 · Buldhanacell 4720006700

distance 0.233 · 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":4890001410}}}'

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.