Bhārata Strata · Maharashtra · Parbhani · morphological twins

Places like cell 4890005219

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 7 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.121

lower = more alike (weighted)

The twins, closest first

#1 · Parbhanicell 4890005383

distance 0.121

#2 · Beedcell 4700006833

distance 0.145 · cross-district

#3 · Jalnacell 4790003016

distance 0.159 · cross-district

#4 · Parbhanicell 4890003875

distance 0.16

#5 · Parbhanicell 4890003906

distance 0.166

#6 · Parbhanicell 4890005023

distance 0.173

#7 · Parbhanicell 4890004613

distance 0.175

#8 · Amravaticell 4680000888

distance 0.177 · cross-district

#9 · Buldhanacell 4720005745

distance 0.178 · cross-district

#10 · Buldhanacell 4720004815

distance 0.186 · cross-district

#11 · Jalnacell 4790001665

distance 0.188 · cross-district

#12 · Yavatmalcell 5000007007

distance 0.189 · cross-district

#13 · Beedcell 4700007059

distance 0.193 · cross-district

#14 · Buldhanacell 4720006451

distance 0.201 · cross-district

#15 · Jalnacell 4790003320

distance 0.201 · cross-district

#16 · Akolacell 4670001473

distance 0.203 · cross-district

#17 · Akolacell 4670004110

distance 0.203 · cross-district

#18 · Akolacell 4670000928

distance 0.204 · 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":4890005219}}}'

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.