Bhārata Strata · Maharashtra · Parbhani · morphological twins

Places like cell 4890001035

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 4 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 4890001046

distance 0.216

#2 · Jalgaoncell 4780001996

distance 0.243 · cross-district

#3 · Jalgaoncell 4780000940

distance 0.249 · cross-district

#4 · Chhatrapati Sambhajinagarcell 4690008462

distance 0.25 · cross-district

#5 · Jalgaoncell 4780000876

distance 0.253 · cross-district

#6 · Parbhanicell 4890000923

distance 0.254

#7 · Parbhanicell 4890001040

distance 0.26

#8 · Jalgaoncell 4780002908

distance 0.26 · cross-district

#9 · Jalgaoncell 4780003344

distance 0.272 · cross-district

#10 · Chhatrapati Sambhajinagarcell 4690008623

distance 0.279 · cross-district

#11 · Jalgaoncell 4780002101

distance 0.28 · cross-district

#12 · Parbhanicell 4890001237

distance 0.281

#13 · Jalgaoncell 4780001898

distance 0.282 · cross-district

#14 · Jalgaoncell 4780001293

distance 0.283 · cross-district

#15 · Jalgaoncell 4780002203

distance 0.286 · cross-district

#16 · Wardhacell 4980003252

distance 0.29 · cross-district

#17 · Parbhanicell 4890001166

distance 0.29

#18 · Jalgaoncell 4780003339

distance 0.295 · 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":4890001035}}}'

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.