Bhārata Strata · Maharashtra · Parbhani · morphological twins

Places like cell 4890001046

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 6 distinct districts

Index confidence

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.216

lower = more alike (weighted)

The twins, closest first

#1 · Parbhanicell 4890001035

distance 0.216

#2 · Parbhanicell 4890001124

distance 0.277

#3 · Parbhanicell 4890000826

distance 0.277

#4 · Parbhanicell 4890001187

distance 0.278

#5 · Parbhanicell 4890000450

distance 0.28

#6 · Ahmednagarcell 4660007834

distance 0.281 · cross-district

#7 · Laturcell 4810006095

distance 0.282 · cross-district

#8 · Jalgaoncell 4780002203

distance 0.285 · cross-district

#9 · Parbhanicell 4890001045

distance 0.287

#10 · Chhatrapati Sambhajinagarcell 4690008462

distance 0.288 · cross-district

#11 · Parbhanicell 4890000596

distance 0.288

#12 · Parbhanicell 4890000868

distance 0.291

#13 · Jalgaoncell 4780001053

distance 0.291 · cross-district

#14 · Yavatmalcell 5000005887

distance 0.293 · cross-district

#15 · Jalgaoncell 4780001996

distance 0.295 · cross-district

#16 · Ahmednagarcell 4660006311

distance 0.298 · cross-district

#17 · Jalgaoncell 4780002908

distance 0.299 · cross-district

#18 · Laturcell 4810006118

distance 0.302 · 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":4890001046}}}'

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.