Bhārata Strata · Maharashtra · Parbhani · morphological twins

Places like cell 4890003684

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

0.189

lower = more alike (weighted)

The twins, closest first

#1 · Parbhanicell 4890003529

distance 0.189

#2 · Parbhanicell 4890004061

distance 0.19

#3 · Jalnacell 4790002758

distance 0.195 · cross-district

#4 · Parbhanicell 4890000742

distance 0.206

#5 · Parbhanicell 4890001687

distance 0.206

#6 · Jalnacell 4790001840

distance 0.208 · cross-district

#7 · Solapurcell 4960001391

distance 0.21 · cross-district

#8 · Parbhanicell 4890004221

distance 0.21

#9 · Parbhanicell 4890004113

distance 0.214

#10 · Washimcell 4990003349

distance 0.214 · cross-district

#11 · Beedcell 4700007995

distance 0.215 · cross-district

#12 · Solapurcell 4960007740

distance 0.215 · cross-district

#13 · Buldhanacell 4720005533

distance 0.217 · cross-district

#14 · Beedcell 4700007815

distance 0.219 · cross-district

#15 · Parbhanicell 4890005108

distance 0.219

#16 · Parbhanicell 4890004105

distance 0.223

#17 · Jalnacell 4790000232

distance 0.227 · cross-district

#18 · Jalnacell 4790003771

distance 0.228 · 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":4890003684}}}'

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.