Bhārata Strata · Maharashtra · Parbhani · morphological twins

Places like cell 4890005298

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 6 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.137

lower = more alike (weighted)

The twins, closest first

#1 · Parbhanicell 4890005221

distance 0.137

#2 · Beedcell 4700005857

distance 0.175 · cross-district

#3 · Akolacell 4670000491

distance 0.183 · cross-district

#4 · Parbhanicell 4890004526

distance 0.184

#5 · Jalnacell 4790003412

distance 0.184 · cross-district

#6 · Beedcell 4700006943

distance 0.186 · cross-district

#7 · Parbhanicell 4890001414

distance 0.189

#8 · Parbhanicell 4890005024

distance 0.19

#9 · Parbhanicell 4890004052

distance 0.19

#10 · Jalnacell 4790002644

distance 0.197 · cross-district

#11 · Buldhanacell 4720000918

distance 0.198 · cross-district

#12 · Parbhanicell 4890004929

distance 0.199

#13 · Buldhanacell 4720001126

distance 0.199 · cross-district

#14 · Jalnacell 4790001438

distance 0.2 · cross-district

#15 · Parbhanicell 4890004641

distance 0.204

#16 · Parbhanicell 4890003996

distance 0.204

#17 · Beedcell 4700005723

distance 0.208 · cross-district

#18 · Nagpurcell 4840005619

distance 0.211 · 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":4890005298}}}'

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.