Bhārata Strata · Maharashtra · Parbhani · morphological twins

Places like cell 4890001097

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

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.071

lower = more alike (weighted)

The twins, closest first

#1 · Parbhanicell 4890001158

distance 0.071

#2 · Parbhanicell 4890001033

distance 0.078

#3 · Parbhanicell 4890001159

distance 0.079

#4 · Parbhanicell 4890000916

distance 0.142

#5 · Parbhanicell 4890001220

distance 0.151

#6 · Wardhacell 4980003437

distance 0.197 · cross-district

#7 · Yavatmalcell 5000005259

distance 0.2 · cross-district

#8 · Parbhanicell 4890001422

distance 0.201

#9 · Yavatmalcell 5000005570

distance 0.202 · cross-district

#10 · Beedcell 4700003467

distance 0.203 · cross-district

#11 · Yavatmalcell 5000008084

distance 0.205 · cross-district

#12 · Jalgaoncell 4780000763

distance 0.207 · cross-district

#13 · Wardhacell 4980001414

distance 0.207 · cross-district

#14 · Parbhanicell 4890000857

distance 0.208

#15 · Jalgaoncell 4780000871

distance 0.21 · cross-district

#16 · Jalgaoncell 4780001557

distance 0.21 · cross-district

#17 · Jalgaoncell 4780000619

distance 0.21 · cross-district

#18 · Wardhacell 4980001415

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":4890001097}}}'

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.