Bhārata Strata · Maharashtra · Parbhani · morphological twins

Places like cell 4890001170

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

0.227

lower = more alike (weighted)

The twins, closest first

#1 · Parbhanicell 4890001163

distance 0.227

#2 · Parbhanicell 4890001175

distance 0.251

#3 · Parbhanicell 4890000930

distance 0.271

#4 · Wardhacell 4980002237

distance 0.317 · cross-district

#5 · Parbhanicell 4890001610

distance 0.318

#6 · Wardhacell 4980003392

distance 0.319 · cross-district

#7 · Ahmednagarcell 4660005848

distance 0.323 · cross-district

#8 · Parbhanicell 4890001590

distance 0.325

#9 · Jalgaoncell 4780001286

distance 0.326 · cross-district

#10 · Parbhanicell 4890000586

distance 0.327

#11 · Amravaticell 4680001409

distance 0.33 · cross-district

#12 · Parbhanicell 4890001425

distance 0.333

#13 · Parbhanicell 4890001751

distance 0.335

#14 · Jalgaoncell 4780001210

distance 0.343 · cross-district

#15 · Parbhanicell 4890002663

distance 0.344

#16 · Laturcell 4810006106

distance 0.345 · cross-district

#17 · Wardhacell 4980002461

distance 0.345 · cross-district

#18 · Yavatmalcell 5000007102

distance 0.346 · 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":4890001170}}}'

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.