Bhārata Strata · Maharashtra · Parbhani · morphological twins

Places like cell 4890004843

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

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.113

lower = more alike (weighted)

The twins, closest first

#1 · Parbhanicell 4890005362

distance 0.113

#2 · Buldhanacell 4720005309

distance 0.13 · cross-district

#3 · Parbhanicell 4890004799

distance 0.137

#4 · Beedcell 4700007157

distance 0.151 · cross-district

#5 · Chhatrapati Sambhajinagarcell 4690001122

distance 0.154 · cross-district

#6 · Parbhanicell 4890005150

distance 0.156

#7 · Jalnacell 4790002064

distance 0.163 · cross-district

#8 · Buldhanacell 4720005519

distance 0.165 · cross-district

#9 · Parbhanicell 4890004987

distance 0.165

#10 · Parbhanicell 4890005072

distance 0.165

#11 · Beedcell 4700006984

distance 0.167 · cross-district

#12 · Parbhanicell 4890005339

distance 0.167

#13 · Parbhanicell 4890005101

distance 0.168

#14 · Buldhanacell 4720007563

distance 0.171 · cross-district

#15 · Parbhanicell 4890005102

distance 0.171

#16 · Parbhanicell 4890004863

distance 0.176

#17 · Solapurcell 4960006818

distance 0.179 · cross-district

#18 · Parbhanicell 4890004535

distance 0.18

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":4890004843}}}'

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.