Bhārata Strata · Maharashtra · Parbhani · morphological twins

Places like cell 4890005277

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 8 distinct districts

Index confidence

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.179

lower = more alike (weighted)

The twins, closest first

#1 · Parbhanicell 4890004062

distance 0.179

#2 · Jalnacell 4790002478

distance 0.204 · cross-district

#3 · Buldhanacell 4720005137

distance 0.225 · cross-district

#4 · Parbhanicell 4890004573

distance 0.225

#5 · Nagpurcell 4840000445

distance 0.232 · cross-district

#6 · Buldhanacell 4720001180

distance 0.26 · cross-district

#7 · Parbhanicell 4890004617

distance 0.264

#8 · Beedcell 4700006825

distance 0.267 · cross-district

#9 · Beedcell 4700003105

distance 0.267 · cross-district

#10 · Yavatmalcell 5000003739

distance 0.268 · cross-district

#11 · Beedcell 4700006277

distance 0.268 · cross-district

#12 · Akolacell 4670004182

distance 0.271 · cross-district

#13 · Chhatrapati Sambhajinagarcell 4690007131

distance 0.278 · cross-district

#14 · Parbhanicell 4890005328

distance 0.283

#15 · Beedcell 4700004952

distance 0.284 · cross-district

#16 · Chhatrapati Sambhajinagarcell 4690001012

distance 0.288 · cross-district

#17 · Chhatrapati Sambhajinagarcell 4690004546

distance 0.288 · cross-district

#18 · Jalnacell 4790003660

distance 0.288 · 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":4890005277}}}'

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.