Bhārata Strata · Maharashtra · Parbhani · morphological twins

Places like cell 4890002989

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

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.175

lower = more alike (weighted)

The twins, closest first

#1 · Jalnacell 4790001048

distance 0.175 · cross-district

#2 · Beedcell 4700005686

distance 0.189 · cross-district

#3 · Parbhanicell 4890003408

distance 0.193

#4 · Parbhanicell 4890003066

distance 0.201

#5 · Beedcell 4700008434

distance 0.202 · cross-district

#6 · Chhatrapati Sambhajinagarcell 4690002181

distance 0.207 · cross-district

#7 · Washimcell 4990001747

distance 0.208 · cross-district

#8 · Chhatrapati Sambhajinagarcell 4690002975

distance 0.208 · cross-district

#9 · Beedcell 4700008192

distance 0.208 · cross-district

#10 · Buldhanacell 4720000983

distance 0.21 · cross-district

#11 · Hingolicell 4770003807

distance 0.213 · cross-district

#12 · Buldhanacell 4720007439

distance 0.213 · cross-district

#13 · Beedcell 4700007999

distance 0.214 · cross-district

#14 · Parbhanicell 4890003996

distance 0.216

#15 · Buldhanacell 4720001406

distance 0.216 · cross-district

#16 · Solapurcell 4960004771

distance 0.217 · cross-district

#17 · Beedcell 4700006393

distance 0.218 · cross-district

#18 · Jalnacell 4790000426

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":4890002989}}}'

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.