Bhārata Strata · Maharashtra · Parbhani · morphological twins

Places like cell 4890002123

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 9 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.179

lower = more alike (weighted)

The twins, closest first

#1 · Parbhanicell 4890002531

distance 0.179

#2 · Parbhanicell 4890001700

distance 0.193

#3 · Parbhanicell 4890002046

distance 0.214

#4 · Parbhanicell 4890001695

distance 0.215

#5 · Chandrapurcell 4730003963

distance 0.228 · cross-district

#6 · Parbhanicell 4890002523

distance 0.228

#7 · Hingolicell 4770000900

distance 0.235 · cross-district

#8 · Parbhanicell 4890003027

distance 0.236

#9 · Nagpurcell 4840002514

distance 0.238 · cross-district

#10 · Chandrapurcell 4730003964

distance 0.238 · cross-district

#11 · Jalgaoncell 4780005894

distance 0.239 · cross-district

#12 · Chandrapurcell 4730003455

distance 0.241 · cross-district

#13 · Laturcell 4810003868

distance 0.242 · cross-district

#14 · Yavatmalcell 5000003247

distance 0.242 · cross-district

#15 · Akolacell 4670002549

distance 0.242 · cross-district

#16 · Amravaticell 4680001732

distance 0.243 · cross-district

#17 · Parbhanicell 4890001879

distance 0.245

#18 · Jalgaoncell 4780006535

distance 0.246 · 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":4890002123}}}'

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.