Bhārata Strata · Maharashtra · Parbhani · morphological twins

Places like cell 4890001233

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 1 distinct districts

Index confidence

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.098

lower = more alike (weighted)

The twins, closest first

#1 · Parbhanicell 4890001438

distance 0.098

#2 · Parbhanicell 4890001234

distance 0.113

#3 · Parbhanicell 4890001368

distance 0.119

#4 · Parbhanicell 4890001115

distance 0.12

#5 · Parbhanicell 4890001168

distance 0.123

#6 · Parbhanicell 4890001108

distance 0.13

#7 · Parbhanicell 4890001230

distance 0.138

#8 · Parbhanicell 4890000932

distance 0.138

#9 · Parbhanicell 4890000989

distance 0.139

#10 · Parbhanicell 4890001044

distance 0.143

#11 · Parbhanicell 4890000873

distance 0.145

#12 · Parbhanicell 4890001429

distance 0.15

#13 · Parbhanicell 4890001107

distance 0.15

#14 · Parbhanicell 4890001297

distance 0.151

#15 · Parbhanicell 4890001366

distance 0.151

#16 · Parbhanicell 4890001426

distance 0.151

#17 · Parbhanicell 4890000933

distance 0.152

#18 · Parbhanicell 4890001430

distance 0.152

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":4890001233}}}'

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.