Bhārata Strata · Maharashtra · Parbhani · morphological twins

Places like cell 4890004756

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

0.121

lower = more alike (weighted)

The twins, closest first

#1 · Parbhanicell 4890004187

distance 0.121

#2 · Jalnacell 4790001497

distance 0.123 · cross-district

#3 · Parbhanicell 4890005102

distance 0.136

#4 · Parbhanicell 4890004938

distance 0.145

#5 · Parbhanicell 4890001573

distance 0.15

#6 · Parbhanicell 4890004290

distance 0.152

#7 · Parbhanicell 4890005141

distance 0.156

#8 · Jalnacell 4790001812

distance 0.156 · cross-district

#9 · Parbhanicell 4890005455

distance 0.157

#10 · Parbhanicell 4890004008

distance 0.158

#11 · Parbhanicell 4890004378

distance 0.159

#12 · Parbhanicell 4890005445

distance 0.162

#13 · Parbhanicell 4890005458

distance 0.163

#14 · Parbhanicell 4890004331

distance 0.163

#15 · Jalnacell 4790002649

distance 0.167 · cross-district

#16 · Parbhanicell 4890004845

distance 0.167

#17 · Amravaticell 4680004761

distance 0.167 · cross-district

#18 · Jalnacell 4790000424

distance 0.168 · 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":4890004756}}}'

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.