Bhārata Strata · Maharashtra · Parbhani · morphological twins

Places like cell 4890003691

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 4 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.097

lower = more alike (weighted)

The twins, closest first

#1 · Parbhanicell 4890003749

distance 0.097

#2 · Parbhanicell 4890004118

distance 0.161

#3 · Parbhanicell 4890004519

distance 0.192

#4 · Jalnacell 4790001810

distance 0.192 · cross-district

#5 · Jalnacell 4790002146

distance 0.192 · cross-district

#6 · Parbhanicell 4890004710

distance 0.197

#7 · Parbhanicell 4890003474

distance 0.203

#8 · Jalnacell 4790000562

distance 0.204 · cross-district

#9 · Parbhanicell 4890003735

distance 0.204

#10 · Parbhanicell 4890003672

distance 0.206

#11 · Parbhanicell 4890004139

distance 0.207

#12 · Parbhanicell 4890003655

distance 0.208

#13 · Buldhanacell 4720005530

distance 0.21 · cross-district

#14 · Beedcell 4700008713

distance 0.211 · cross-district

#15 · Parbhanicell 4890004229

distance 0.215

#16 · Parbhanicell 4890004795

distance 0.215

#17 · Beedcell 4700006145

distance 0.217 · cross-district

#18 · Parbhanicell 4890000617

distance 0.218

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":4890003691}}}'

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.