Bhārata Strata · Maharashtra · Parbhani · morphological twins

Places like cell 4890004115

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 13 distinct districts

Index confidence

0.9

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.332

lower = more alike (weighted)

The twins, closest first

#1 · Kolhapurcell 4800004336

distance 0.332 · cross-district

#2 · Jalgaoncell 4780008766

distance 0.334 · cross-district

#3 · Buldhanacell 4720004386

distance 0.34 · cross-district

#4 · Solapurcell 4960003072

distance 0.373 · cross-district

#5 · Beedcell 4700007637

distance 0.386 · cross-district

#6 · Beedcell 4700001023

distance 0.389 · cross-district

#7 · Akolacell 4670002229

distance 0.399 · cross-district

#8 · Jalnacell 4790001999

distance 0.405 · cross-district

#9 · Solapurcell 4960011180

distance 0.406 · cross-district

#10 · Kolhapurcell 4800004509

distance 0.411 · cross-district

#11 · Wardhacell 4980002562

distance 0.421 · cross-district

#12 · Ahmednagarcell 4660006091

distance 0.428 · cross-district

#13 · Yavatmalcell 5000002936

distance 0.429 · cross-district

#14 · Nagpurcell 4840005160

distance 0.441 · cross-district

#15 · Solapurcell 4960004756

distance 0.445 · cross-district

#16 · Nagpurcell 4840001148

distance 0.461 · cross-district

#17 · Chhatrapati Sambhajinagarcell 4690002901

distance 0.461 · cross-district

#18 · Amravaticell 4680005509

distance 0.463 · 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":4890004115}}}'

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.