Bhārata Strata · Maharashtra · Parbhani · morphological twins

Places like cell 4890005320

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

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.279

lower = more alike (weighted)

The twins, closest first

#1 · Parbhanicell 4890005348

distance 0.279

#2 · Hingolicell 4770002966

distance 0.282 · cross-district

#3 · Parbhanicell 4890004969

distance 0.286

#4 · Parbhanicell 4890005319

distance 0.339

#5 · Akolacell 4670000463

distance 0.343 · cross-district

#6 · Hingolicell 4770001677

distance 0.343 · cross-district

#7 · Hingolicell 4770002812

distance 0.343 · cross-district

#8 · Buldhanacell 4720005308

distance 0.346 · cross-district

#9 · Hingolicell 4770002748

distance 0.357 · cross-district

#10 · Solapurcell 4960000500

distance 0.357 · cross-district

#11 · Solapurcell 4960010435

distance 0.362 · cross-district

#12 · Hingolicell 4770002475

distance 0.365 · cross-district

#13 · Hingolicell 4770002826

distance 0.366 · cross-district

#14 · Parbhanicell 4890004925

distance 0.371

#15 · Sataracell 4940005281

distance 0.373 · cross-district

#16 · Parbhanicell 4890005417

distance 0.374

#17 · Hingolicell 4770001732

distance 0.377 · cross-district

#18 · Yavatmalcell 5000008775

distance 0.378 · 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":4890005320}}}'

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.