Bhārata Strata · Maharashtra · Parbhani · morphological twins

Places like cell 4890003863

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

0.14

lower = more alike (weighted)

The twins, closest first

#1 · Beedcell 4700005708

distance 0.14 · cross-district

#2 · Jalnacell 4790003672

distance 0.149 · cross-district

#3 · Amravaticell 4680001087

distance 0.167 · cross-district

#4 · Beedcell 4700006563

distance 0.17 · cross-district

#5 · Jalnacell 4790001304

distance 0.171 · cross-district

#6 · Beedcell 4700006944

distance 0.173 · cross-district

#7 · Beedcell 4700006283

distance 0.174 · cross-district

#8 · Jalnacell 4790001120

distance 0.186 · cross-district

#9 · Washimcell 4990000449

distance 0.192 · cross-district

#10 · Buldhanacell 4720004956

distance 0.192 · cross-district

#11 · Parbhanicell 4890003788

distance 0.194

#12 · Parbhanicell 4890000393

distance 0.195

#13 · Buldhanacell 4720001239

distance 0.196 · cross-district

#14 · Parbhanicell 4890004679

distance 0.2

#15 · Dharashivcell 4880005014

distance 0.201 · cross-district

#16 · Buldhanacell 4720006843

distance 0.203 · cross-district

#17 · Beedcell 4700005420

distance 0.204 · cross-district

#18 · Parbhanicell 4890004327

distance 0.204

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":4890003863}}}'

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.