Bhārata Strata · Maharashtra · Parbhani · morphological twins

Places like cell 4890000583

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 5 distinct districts

Index confidence

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.153

lower = more alike (weighted)

The twins, closest first

#1 · Parbhanicell 4890000529

distance 0.153

#2 · Parbhanicell 4890000523

distance 0.162

#3 · Parbhanicell 4890001384

distance 0.18

#4 · Beedcell 4700001089

distance 0.183 · cross-district

#5 · Laturcell 4810006067

distance 0.187 · cross-district

#6 · Parbhanicell 4890000759

distance 0.189

#7 · Parbhanicell 4890000382

distance 0.192

#8 · Parbhanicell 4890000378

distance 0.196

#9 · Buldhanacell 4720001847

distance 0.197 · cross-district

#10 · Parbhanicell 4890000475

distance 0.199

#11 · Laturcell 4810005968

distance 0.205 · cross-district

#12 · Jalgaoncell 4780002001

distance 0.206 · cross-district

#13 · Parbhanicell 4890000466

distance 0.208

#14 · Laturcell 4810005832

distance 0.211 · cross-district

#15 · Jalgaoncell 4780001989

distance 0.211 · cross-district

#16 · Parbhanicell 4890000356

distance 0.212

#17 · Laturcell 4810006016

distance 0.213 · cross-district

#18 · Parbhanicell 4890000465

distance 0.213

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":4890000583}}}'

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.