Bhārata Strata · Maharashtra · Parbhani · morphological twins

Places like cell 4890000691

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

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.141

lower = more alike (weighted)

The twins, closest first

#1 · Parbhanicell 4890000658

distance 0.141

#2 · Parbhanicell 4890000608

distance 0.148

#3 · Parbhanicell 4890000522

distance 0.15

#4 · Beedcell 4700003617

distance 0.151 · cross-district

#5 · Beedcell 4700005599

distance 0.169 · cross-district

#6 · Jalnacell 4790002980

distance 0.175 · cross-district

#7 · Beedcell 4700005466

distance 0.178 · cross-district

#8 · Beedcell 4700005590

distance 0.179 · cross-district

#9 · Dharashivcell 4880005368

distance 0.18 · cross-district

#10 · Washimcell 4990001917

distance 0.184 · cross-district

#11 · Parbhanicell 4890001004

distance 0.185

#12 · Beedcell 4700004299

distance 0.19 · cross-district

#13 · Beedcell 4700004807

distance 0.193 · cross-district

#14 · Parbhanicell 4890000535

distance 0.195

#15 · Beedcell 4700005318

distance 0.197 · cross-district

#16 · Beedcell 4700005457

distance 0.197 · cross-district

#17 · Buldhanacell 4720002690

distance 0.199 · cross-district

#18 · Beedcell 4700001353

distance 0.199 · 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":4890000691}}}'

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.