Bhārata Strata · Maharashtra · Parbhani · morphological twins

Places like cell 4890001699

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 11 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.191

lower = more alike (weighted)

The twins, closest first

#1 · Parbhanicell 4890002684

distance 0.191

#2 · Jalgaoncell 4780004190

distance 0.243 · cross-district

#3 · Hingolicell 4770000286

distance 0.244 · cross-district

#4 · Parbhanicell 4890002852

distance 0.247

#5 · Beedcell 4700006832

distance 0.248 · cross-district

#6 · Laturcell 4810004161

distance 0.249 · cross-district

#7 · Akolacell 4670002149

distance 0.252 · cross-district

#8 · Akolacell 4670001708

distance 0.256 · cross-district

#9 · Parbhanicell 4890002585

distance 0.262

#10 · Parbhanicell 4890003014

distance 0.263

#11 · Nandedcell 4850004610

distance 0.268 · cross-district

#12 · Buldhanacell 4720006786

distance 0.269 · cross-district

#13 · Yavatmalcell 5000003247

distance 0.271 · cross-district

#14 · Laturcell 4810003670

distance 0.271 · cross-district

#15 · Nashikcell 4870003038

distance 0.272 · cross-district

#16 · Laturcell 4810003575

distance 0.273 · cross-district

#17 · Amravaticell 4680001434

distance 0.274 · cross-district

#18 · Parbhanicell 4890001834

distance 0.276

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":4890001699}}}'

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.