Bhārata Strata · Maharashtra · Parbhani · morphological twins

Places like cell 4890004375

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 7 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.12

lower = more alike (weighted)

The twins, closest first

#1 · Beedcell 4700007055

distance 0.12 · cross-district

#2 · Parbhanicell 4890003929

distance 0.132

#3 · Parbhanicell 4890004327

distance 0.143

#4 · Parbhanicell 4890005444

distance 0.157

#5 · Parbhanicell 4890004516

distance 0.157

#6 · Buldhanacell 4720004497

distance 0.159 · cross-district

#7 · Buldhanacell 4720004947

distance 0.159 · cross-district

#8 · Jalnacell 4790001576

distance 0.166 · cross-district

#9 · Jalnacell 4790000362

distance 0.167 · cross-district

#10 · Solapurcell 4960001933

distance 0.168 · cross-district

#11 · Parbhanicell 4890004471

distance 0.168

#12 · Parbhanicell 4890004237

distance 0.168

#13 · Parbhanicell 4890003755

distance 0.171

#14 · Jalnacell 4790003781

distance 0.174 · cross-district

#15 · Chhatrapati Sambhajinagarcell 4690008498

distance 0.177 · cross-district

#16 · Parbhanicell 4890005410

distance 0.177

#17 · Amravaticell 4680001163

distance 0.179 · cross-district

#18 · Parbhanicell 4890003620

distance 0.18

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":4890004375}}}'

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.