Bhārata Strata · Maharashtra · Parbhani · morphological twins

Places like cell 4890004757

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 9 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.11

lower = more alike (weighted)

The twins, closest first

#1 · Parbhanicell 4890004421

distance 0.11

#2 · Parbhanicell 4890003947

distance 0.112

#3 · Parbhanicell 4890004237

distance 0.135

#4 · Parbhanicell 4890004214

distance 0.138

#5 · Beedcell 4700007140

distance 0.143 · cross-district

#6 · Beedcell 4700006942

distance 0.144 · cross-district

#7 · Jalnacell 4790004095

distance 0.144 · cross-district

#8 · Amravaticell 4680006907

distance 0.152 · cross-district

#9 · Washimcell 4990000452

distance 0.155 · cross-district

#10 · Nagpurcell 4840001451

distance 0.155 · cross-district

#11 · Parbhanicell 4890004266

distance 0.162

#12 · Buldhanacell 4720003732

distance 0.162 · cross-district

#13 · Buldhanacell 4720005747

distance 0.163 · cross-district

#14 · Parbhanicell 4890004229

distance 0.163

#15 · Akolacell 4670000283

distance 0.164 · cross-district

#16 · Jalgaoncell 4780005664

distance 0.166 · cross-district

#17 · Parbhanicell 4890003466

distance 0.167

#18 · Parbhanicell 4890004239

distance 0.167

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":4890004757}}}'

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.