Bhārata Strata · Maharashtra · Parbhani · morphological twins

Places like cell 4890004817

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 4890004327

distance 0.162

#2 · Parbhanicell 4890004293

distance 0.18

#3 · Parbhanicell 4890004345

distance 0.185

#4 · Parbhanicell 4890004581

distance 0.187

#5 · Chhatrapati Sambhajinagarcell 4690001625

distance 0.198 · cross-district

#6 · Jalnacell 4790004017

distance 0.2 · cross-district

#7 · Jalnacell 4790004018

distance 0.201 · cross-district

#8 · Jalnacell 4790003781

distance 0.203 · cross-district

#9 · Jalnacell 4790004100

distance 0.205 · cross-district

#10 · Parbhanicell 4890004449

distance 0.205

#11 · Jalnacell 4790002061

distance 0.207 · cross-district

#12 · Solapurcell 4960002686

distance 0.209 · cross-district

#13 · Chhatrapati Sambhajinagarcell 4690001645

distance 0.21 · cross-district

#14 · Parbhanicell 4890003758

distance 0.212

#15 · Solapurcell 4960002687

distance 0.214 · cross-district

#16 · Buldhanacell 4720005650

distance 0.216 · cross-district

#17 · Buldhanacell 4720004268

distance 0.216 · cross-district

#18 · Nagpurcell 4840007300

distance 0.218 · 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":4890004817}}}'

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.