Bhārata Strata · Maharashtra · Parbhani · morphological twins

Places like cell 4890004475

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

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.19

lower = more alike (weighted)

The twins, closest first

#1 · Buldhanacell 4720006567

distance 0.19 · cross-district

#2 · Beedcell 4700005851

distance 0.204 · cross-district

#3 · Parbhanicell 4890003863

distance 0.211

#4 · Buldhanacell 4720006284

distance 0.212 · cross-district

#5 · Parbhanicell 4890004375

distance 0.217

#6 · Solapurcell 4960003146

distance 0.221 · cross-district

#7 · Beedcell 4700005708

distance 0.225 · cross-district

#8 · Beedcell 4700006944

distance 0.225 · cross-district

#9 · Dharashivcell 4880000986

distance 0.226 · cross-district

#10 · Beedcell 4700006824

distance 0.226 · cross-district

#11 · Beedcell 4700006284

distance 0.231 · cross-district

#12 · Wardhacell 4980000558

distance 0.231 · cross-district

#13 · Parbhanicell 4890004327

distance 0.234

#14 · Buldhanacell 4720003953

distance 0.236 · cross-district

#15 · Beedcell 4700007980

distance 0.236 · cross-district

#16 · Beedcell 4700007055

distance 0.237 · cross-district

#17 · Buldhanacell 4720006294

distance 0.24 · cross-district

#18 · Parbhanicell 4890000393

distance 0.24

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":4890004475}}}'

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.