Bhārata Strata · Maharashtra · Parbhani · morphological twins

Places like cell 4890003947

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 7 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.105

lower = more alike (weighted)

The twins, closest first

#1 · Parbhanicell 4890004421

distance 0.105

#2 · Parbhanicell 4890004757

distance 0.112

#3 · Parbhanicell 4890004214

distance 0.128

#4 · Parbhanicell 4890004229

distance 0.131

#5 · Parbhanicell 4890004237

distance 0.144

#6 · Akolacell 4670000425

distance 0.148 · cross-district

#7 · Jalnacell 4790004095

distance 0.149 · cross-district

#8 · Buldhanacell 4720005747

distance 0.151 · cross-district

#9 · Jalnacell 4790003932

distance 0.158 · cross-district

#10 · Beedcell 4700007140

distance 0.159 · cross-district

#11 · Amravaticell 4680000751

distance 0.164 · cross-district

#12 · Beedcell 4700006942

distance 0.164 · cross-district

#13 · Buldhanacell 4720004049

distance 0.165 · cross-district

#14 · Parbhanicell 4890004930

distance 0.166

#15 · Akolacell 4670000283

distance 0.166 · cross-district

#16 · Beedcell 4700006424

distance 0.167 · cross-district

#17 · Solapurcell 4960007350

distance 0.168 · cross-district

#18 · Solapurcell 4960002719

distance 0.169 · 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":4890003947}}}'

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.