Bhārata Strata · Maharashtra · Parbhani · morphological twins

Places like cell 4890000761

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 4 distinct districts

Index confidence

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.138

lower = more alike (weighted)

The twins, closest first

#1 · Parbhanicell 4890000271

distance 0.138

#2 · Buldhanacell 4720002284

distance 0.158 · cross-district

#3 · Parbhanicell 4890001303

distance 0.169

#4 · Beedcell 4700007235

distance 0.18 · cross-district

#5 · Beedcell 4700006860

distance 0.18 · cross-district

#6 · Buldhanacell 4720002101

distance 0.19 · cross-district

#7 · Parbhanicell 4890000694

distance 0.19

#8 · Parbhanicell 4890000709

distance 0.194

#9 · Parbhanicell 4890001302

distance 0.195

#10 · Parbhanicell 4890000819

distance 0.201

#11 · Parbhanicell 4890001444

distance 0.203

#12 · Beedcell 4700007232

distance 0.205 · cross-district

#13 · Parbhanicell 4890000703

distance 0.205

#14 · Beedcell 4700007318

distance 0.206 · cross-district

#15 · Parbhanicell 4890001518

distance 0.207

#16 · Jalnacell 4790002299

distance 0.209 · cross-district

#17 · Parbhanicell 4890001522

distance 0.209

#18 · Beedcell 4700007250

distance 0.21 · 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":4890000761}}}'

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.