Bhārata Strata · Maharashtra · Jalna · morphological twins

Places like cell 4790001980

The MH-36 locality cells most similar to this Jalna 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 6 distinct districts

Index confidence

0.93

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.091

lower = more alike (weighted)

The twins, closest first

#1 · Ahmednagarcell 4660009470

distance 0.091 · cross-district

#2 · Ahmednagarcell 4660008962

distance 0.136 · cross-district

#3 · Jalnacell 4790001896

distance 0.143

#4 · Ahmednagarcell 4660009130

distance 0.157 · cross-district

#5 · Beedcell 4700005622

distance 0.157 · cross-district

#6 · Beedcell 4700004833

distance 0.159 · cross-district

#7 · Parbhanicell 4890002419

distance 0.164 · cross-district

#8 · Buldhanacell 4720001346

distance 0.164 · cross-district

#9 · Parbhanicell 4890001558

distance 0.169 · cross-district

#10 · Parbhanicell 4890003060

distance 0.171 · cross-district

#11 · Beedcell 4700005002

distance 0.172 · cross-district

#12 · Ahmednagarcell 4660008959

distance 0.18 · cross-district

#13 · Beedcell 4700003490

distance 0.182 · cross-district

#14 · Beedcell 4700008097

distance 0.183 · cross-district

#15 · Jalgaoncell 4780001606

distance 0.183 · cross-district

#16 · Beedcell 4700008356

distance 0.184 · cross-district

#17 · Beedcell 4700005167

distance 0.184 · cross-district

#18 · Parbhanicell 4890002738

distance 0.185 · 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":479,"cluster_id":4790001980}}}'

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.