Bhārata Strata · Maharashtra · Parbhani · morphological twins

Places like cell 4890003104

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

0.216

lower = more alike (weighted)

The twins, closest first

#1 · Parbhanicell 4890002355

distance 0.216

#2 · Nagpurcell 4840005723

distance 0.216 · cross-district

#3 · Parbhanicell 4890002011

distance 0.225

#4 · Ahmednagarcell 4660010452

distance 0.226 · cross-district

#5 · Parbhanicell 4890002332

distance 0.229

#6 · Parbhanicell 4890002944

distance 0.229

#7 · Parbhanicell 4890001926

distance 0.23

#8 · Parbhanicell 4890002943

distance 0.23

#9 · Parbhanicell 4890002884

distance 0.231

#10 · Parbhanicell 4890003091

distance 0.233

#11 · Parbhanicell 4890004030

distance 0.234

#12 · Hingolicell 4770000611

distance 0.236 · cross-district

#13 · Wardhacell 4980001765

distance 0.239 · cross-district

#14 · Parbhanicell 4890001855

distance 0.24

#15 · Parbhanicell 4890002415

distance 0.24

#16 · Parbhanicell 4890002497

distance 0.24

#17 · Parbhanicell 4890004092

distance 0.241

#18 · Parbhanicell 4890002938

distance 0.242

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":4890003104}}}'

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.