Bhārata Strata · Maharashtra · Parbhani · morphological twins

Places like cell 4890005213

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 3 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.087

lower = more alike (weighted)

The twins, closest first

#1 · Parbhanicell 4890005303

distance 0.087

#2 · Parbhanicell 4890005474

distance 0.106

#3 · Parbhanicell 4890005441

distance 0.106

#4 · Parbhanicell 4890004934

distance 0.11

#5 · Parbhanicell 4890005110

distance 0.111

#6 · Parbhanicell 4890005179

distance 0.12

#7 · Parbhanicell 4890005214

distance 0.123

#8 · Parbhanicell 4890004847

distance 0.13

#9 · Parbhanicell 4890005331

distance 0.13

#10 · Parbhanicell 4890005299

distance 0.135

#11 · Parbhanicell 4890005181

distance 0.139

#12 · Jalnacell 4790003502

distance 0.14 · cross-district

#13 · Parbhanicell 4890005383

distance 0.142

#14 · Jalnacell 4790002148

distance 0.142 · cross-district

#15 · Parbhanicell 4890005426

distance 0.143

#16 · Parbhanicell 4890005184

distance 0.144

#17 · Beedcell 4700006828

distance 0.148 · cross-district

#18 · Jalnacell 4790003496

distance 0.149 · 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":4890005213}}}'

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.