Bhārata Strata · Maharashtra · Parbhani · morphological twins

Places like cell 4890004525

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

0.112

lower = more alike (weighted)

The twins, closest first

#1 · Parbhanicell 4890004795

distance 0.112

#2 · Parbhanicell 4890005307

distance 0.166

#3 · Amravaticell 4680001635

distance 0.177 · cross-district

#4 · Jalnacell 4790001974

distance 0.179 · cross-district

#5 · Parbhanicell 4890004621

distance 0.18

#6 · Parbhanicell 4890004836

distance 0.181

#7 · Parbhanicell 4890003673

distance 0.185

#8 · Buldhanacell 4720006749

distance 0.186 · cross-district

#9 · Nagpurcell 4840004256

distance 0.188 · cross-district

#10 · Parbhanicell 4890003985

distance 0.188

#11 · Parbhanicell 4890001688

distance 0.188

#12 · Buldhanacell 4720000108

distance 0.196 · cross-district

#13 · Parbhanicell 4890003864

distance 0.201

#14 · Parbhanicell 4890004427

distance 0.204

#15 · Buldhanacell 4720001115

distance 0.207 · cross-district

#16 · Jalnacell 4790000630

distance 0.209 · cross-district

#17 · Beedcell 4700007142

distance 0.209 · cross-district

#18 · Buldhanacell 4720005860

distance 0.209 · 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":4890004525}}}'

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.