Bhārata Strata · Maharashtra · Parbhani · morphological twins

Places like cell 4890000742

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

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.186

lower = more alike (weighted)

The twins, closest first

#1 · Parbhanicell 4890003529

distance 0.186

#2 · Buldhanacell 4720006819

distance 0.196 · cross-district

#3 · Buldhanacell 4720004365

distance 0.202 · cross-district

#4 · Parbhanicell 4890003684

distance 0.206

#5 · Parbhanicell 4890001915

distance 0.209

#6 · Parbhanicell 4890001674

distance 0.21

#7 · Parbhanicell 4890001083

distance 0.212

#8 · Washimcell 4990000490

distance 0.215 · cross-district

#9 · Beedcell 4700008541

distance 0.215 · cross-district

#10 · Solapurcell 4960010257

distance 0.216 · cross-district

#11 · Buldhanacell 4720005533

distance 0.216 · cross-district

#12 · Washimcell 4990001682

distance 0.218 · cross-district

#13 · Parbhanicell 4890002036

distance 0.219

#14 · Beedcell 4700008712

distance 0.22 · cross-district

#15 · Dharashivcell 4880005582

distance 0.221 · cross-district

#16 · Solapurcell 4960002652

distance 0.222 · cross-district

#17 · Laturcell 4810001333

distance 0.223 · cross-district

#18 · Solapurcell 4960008127

distance 0.224 · 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":4890000742}}}'

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.