Bhārata Strata · Maharashtra · Parbhani · morphological twins

Places like cell 4890004177

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

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.128

lower = more alike (weighted)

The twins, closest first

#1 · Parbhanicell 4890004438

distance 0.128

#2 · Solapurcell 4960001808

distance 0.159 · cross-district

#3 · Buldhanacell 4720000797

distance 0.192 · cross-district

#4 · Solapurcell 4960002852

distance 0.196 · cross-district

#5 · Chhatrapati Sambhajinagarcell 4690006075

distance 0.199 · cross-district

#6 · Parbhanicell 4890004180

distance 0.202

#7 · Solapurcell 4960005324

distance 0.204 · cross-district

#8 · Buldhanacell 4720000861

distance 0.219 · cross-district

#9 · Washimcell 4990000134

distance 0.225 · cross-district

#10 · Solapurcell 4960003770

distance 0.227 · cross-district

#11 · Buldhanacell 4720000813

distance 0.231 · cross-district

#12 · Jalgaoncell 4780001411

distance 0.234 · cross-district

#13 · Jalnacell 4790003925

distance 0.235 · cross-district

#14 · Chhatrapati Sambhajinagarcell 4690001859

distance 0.235 · cross-district

#15 · Beedcell 4700008211

distance 0.237 · cross-district

#16 · Jalnacell 4790003318

distance 0.238 · cross-district

#17 · Chhatrapati Sambhajinagarcell 4690002977

distance 0.241 · cross-district

#18 · Wardhacell 4980004182

distance 0.241 · 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":4890004177}}}'

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.