Bhārata Strata · Maharashtra · Parbhani · morphological twins

Places like cell 4890004519

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 5 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.111

lower = more alike (weighted)

The twins, closest first

#1 · Jalnacell 4790002816

distance 0.111 · cross-district

#2 · Jalnacell 4790001974

distance 0.153 · cross-district

#3 · Beedcell 4700006153

distance 0.158 · cross-district

#4 · Parbhanicell 4890003915

distance 0.16

#5 · Parbhanicell 4890004229

distance 0.163

#6 · Buldhanacell 4720006749

distance 0.168 · cross-district

#7 · Parbhanicell 4890004795

distance 0.17

#8 · Jalnacell 4790003233

distance 0.174 · cross-district

#9 · Buldhanacell 4720006279

distance 0.174 · cross-district

#10 · Parbhanicell 4890004118

distance 0.175

#11 · Jalnacell 4790000562

distance 0.175 · cross-district

#12 · Beedcell 4700007604

distance 0.176 · cross-district

#13 · Buldhanacell 4720005088

distance 0.176 · cross-district

#14 · Solapurcell 4960001668

distance 0.177 · cross-district

#15 · Buldhanacell 4720005451

distance 0.178 · cross-district

#16 · Parbhanicell 4890004836

distance 0.178

#17 · Solapurcell 4960001452

distance 0.179 · cross-district

#18 · Parbhanicell 4890003985

distance 0.181

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":4890004519}}}'

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.