Bhārata Strata · Maharashtra · Parbhani · morphological twins

Places like cell 4890003888

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 3 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.166

lower = more alike (weighted)

The twins, closest first

#1 · Jalnacell 4790003158

distance 0.166 · cross-district

#2 · Parbhanicell 4890004127

distance 0.17

#3 · Jalnacell 4790003236

distance 0.171 · cross-district

#4 · Parbhanicell 4890004065

distance 0.175

#5 · Parbhanicell 4890005171

distance 0.175

#6 · Parbhanicell 4890003824

distance 0.176

#7 · Jalnacell 4790003936

distance 0.179 · cross-district

#8 · Parbhanicell 4890004095

distance 0.181

#9 · Jalnacell 4790002316

distance 0.181 · cross-district

#10 · Parbhanicell 4890004898

distance 0.182

#11 · Parbhanicell 4890004943

distance 0.184

#12 · Jalnacell 4790004180

distance 0.184 · cross-district

#13 · Buldhanacell 4720005740

distance 0.186 · cross-district

#14 · Parbhanicell 4890003909

distance 0.186

#15 · Buldhanacell 4720005448

distance 0.193 · cross-district

#16 · Parbhanicell 4890003773

distance 0.194

#17 · Jalnacell 4790002908

distance 0.196 · cross-district

#18 · Parbhanicell 4890004478

distance 0.197

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":4890003888}}}'

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.