Bhārata Strata · Maharashtra · Parbhani · morphological twins

Places like cell 4890003821

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 8 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.143

lower = more alike (weighted)

The twins, closest first

#1 · Parbhanicell 4890003822

distance 0.143

#2 · Parbhanicell 4890001693

distance 0.149

#3 · Parbhanicell 4890001776

distance 0.197

#4 · Parbhanicell 4890001838

distance 0.199

#5 · Beedcell 4700006710

distance 0.201 · cross-district

#6 · Buldhanacell 4720005154

distance 0.205 · cross-district

#7 · Nagpurcell 4840004265

distance 0.207 · cross-district

#8 · Jalnacell 4790000274

distance 0.209 · cross-district

#9 · Nagpurcell 4840005199

distance 0.209 · cross-district

#10 · Beedcell 4700008889

distance 0.209 · cross-district

#11 · Beedcell 4700007436

distance 0.21 · cross-district

#12 · Parbhanicell 4890001671

distance 0.214

#13 · Parbhanicell 4890002278

distance 0.214

#14 · Parbhanicell 4890004932

distance 0.215

#15 · Jalgaoncell 4780004421

distance 0.216 · cross-district

#16 · Akolacell 4670001042

distance 0.217 · cross-district

#17 · Amravaticell 4680002699

distance 0.217 · cross-district

#18 · Buldhanacell 4720005206

distance 0.217 · 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":4890003821}}}'

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.