Bhārata Strata · Maharashtra · Parbhani · morphological twins

Places like cell 4890004436

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 9 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 · Parbhanicell 4890004618

distance 0.111

#2 · Parbhanicell 4890005327

distance 0.142

#3 · Parbhanicell 4890004358

distance 0.143

#4 · Parbhanicell 4890004180

distance 0.179

#5 · Jalnacell 4790001220

distance 0.184 · cross-district

#6 · Beedcell 4700004491

distance 0.192 · cross-district

#7 · Buldhanacell 4720004885

distance 0.193 · cross-district

#8 · Parbhanicell 4890003960

distance 0.195

#9 · Parbhanicell 4890004867

distance 0.197

#10 · Washimcell 4990001655

distance 0.199 · cross-district

#11 · Jalnacell 4790001760

distance 0.203 · cross-district

#12 · Buldhanacell 4720007184

distance 0.205 · cross-district

#13 · Parbhanicell 4890005297

distance 0.208

#14 · Jalgaoncell 4780002583

distance 0.21 · cross-district

#15 · Yavatmalcell 5000011481

distance 0.211 · cross-district

#16 · Amravaticell 4680005276

distance 0.212 · cross-district

#17 · Solapurcell 4960003908

distance 0.213 · cross-district

#18 · Buldhanacell 4720001057

distance 0.214 · 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":4890004436}}}'

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.