Bhārata Strata · Maharashtra · Parbhani · morphological twins

Places like cell 4890001110

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

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.167

lower = more alike (weighted)

The twins, closest first

#1 · Parbhanicell 4890001043

distance 0.167

#2 · Amravaticell 4680000392

distance 0.265 · cross-district

#3 · Parbhanicell 4890000305

distance 0.277

#4 · Jalgaoncell 4780000627

distance 0.285 · cross-district

#5 · Parbhanicell 4890001235

distance 0.29

#6 · Jalgaoncell 4780001376

distance 0.29 · cross-district

#7 · Wardhacell 4980002873

distance 0.291 · cross-district

#8 · Chhatrapati Sambhajinagarcell 4690007469

distance 0.291 · cross-district

#9 · Jalgaoncell 4780001312

distance 0.297 · cross-district

#10 · Parbhanicell 4890000542

distance 0.308

#11 · Chandrapurcell 4730006546

distance 0.315 · cross-district

#12 · Jalgaoncell 4780001590

distance 0.315 · cross-district

#13 · Jalgaoncell 4780001056

distance 0.317 · cross-district

#14 · Parbhanicell 4890000692

distance 0.319

#15 · Chhatrapati Sambhajinagarcell 4690007403

distance 0.319 · cross-district

#16 · Parbhanicell 4890000172

distance 0.319

#17 · Nashikcell 4870011836

distance 0.32 · cross-district

#18 · Jalgaoncell 4780001366

distance 0.32 · 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":4890001110}}}'

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.