Bhārata Strata · Maharashtra · Parbhani · morphological twins

Places like cell 4890004380

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

0.149

lower = more alike (weighted)

The twins, closest first

#1 · Jalnacell 4790002149

distance 0.149 · cross-district

#2 · Parbhanicell 4890003942

distance 0.155

#3 · Parbhanicell 4890003806

distance 0.166

#4 · Parbhanicell 4890001333

distance 0.168

#5 · Jalnacell 4790003501

distance 0.172 · cross-district

#6 · Parbhanicell 4890003866

distance 0.175

#7 · Solapurcell 4960006952

distance 0.176 · cross-district

#8 · Buldhanacell 4720004573

distance 0.18 · cross-district

#9 · Parbhanicell 4890003990

distance 0.185

#10 · Buldhanacell 4720006480

distance 0.189 · cross-district

#11 · Buldhanacell 4720004723

distance 0.19 · cross-district

#12 · Beedcell 4700007622

distance 0.191 · cross-district

#13 · Parbhanicell 4890005143

distance 0.196

#14 · Jalnacell 4790000268

distance 0.202 · cross-district

#15 · Jalnacell 4790001467

distance 0.203 · cross-district

#16 · Buldhanacell 4720004866

distance 0.205 · cross-district

#17 · Solapurcell 4960001451

distance 0.205 · cross-district

#18 · Solapurcell 4960001114

distance 0.205 · 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":4890004380}}}'

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.