Bhārata Strata · Maharashtra · Parbhani · morphological twins

Places like cell 4890000537

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 9 distinct districts

Index confidence

0.9

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.314

lower = more alike (weighted)

The twins, closest first

#1 · Jalnacell 4790003056

distance 0.314 · cross-district

#2 · Laturcell 4810006039

distance 0.323 · cross-district

#3 · Yavatmalcell 5000005855

distance 0.324 · cross-district

#4 · Parbhanicell 4890000299

distance 0.337

#5 · Yavatmalcell 5000004869

distance 0.341 · cross-district

#6 · Jalgaoncell 4780001296

distance 0.344 · cross-district

#7 · Nandedcell 4850002638

distance 0.344 · cross-district

#8 · Nandedcell 4850000644

distance 0.352 · cross-district

#9 · Dharashivcell 4880002249

distance 0.352 · cross-district

#10 · Buldhanacell 4720000292

distance 0.355 · cross-district

#11 · Beedcell 4700007806

distance 0.355 · cross-district

#12 · Dharashivcell 4880003248

distance 0.359 · cross-district

#13 · Jalnacell 4790001564

distance 0.361 · cross-district

#14 · Jalgaoncell 4780001678

distance 0.361 · cross-district

#15 · Buldhanacell 4720002619

distance 0.365 · cross-district

#16 · Parbhanicell 4890000588

distance 0.367

#17 · Laturcell 4810002243

distance 0.37 · cross-district

#18 · Nandedcell 4850004247

distance 0.371 · 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":4890000537}}}'

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.