Bhārata Strata · Maharashtra · Parbhani · morphological twins

Places like cell 4890001331

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

0.162

lower = more alike (weighted)

The twins, closest first

#1 · Parbhanicell 4890002302

distance 0.162

#2 · Parbhanicell 4890001549

distance 0.17

#3 · Parbhanicell 4890001801

distance 0.191

#4 · Washimcell 4990002033

distance 0.193 · cross-district

#5 · Parbhanicell 4890001967

distance 0.199

#6 · Parbhanicell 4890002544

distance 0.2

#7 · Parbhanicell 4890002134

distance 0.203

#8 · Jalgaoncell 4780009011

distance 0.204 · cross-district

#9 · Washimcell 4990002858

distance 0.211 · cross-district

#10 · Parbhanicell 4890002383

distance 0.213

#11 · Nandedcell 4850001378

distance 0.214 · cross-district

#12 · Jalgaoncell 4780008385

distance 0.218 · cross-district

#13 · Washimcell 4990002488

distance 0.218 · cross-district

#14 · Jalnacell 4790000488

distance 0.218 · cross-district

#15 · Parbhanicell 4890002546

distance 0.218

#16 · Yavatmalcell 5000003275

distance 0.222 · cross-district

#17 · Parbhanicell 4890002053

distance 0.222

#18 · Parbhanicell 4890002299

distance 0.222

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":4890001331}}}'

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.