Bhārata Strata · Maharashtra · Jalna · morphological twins

Places like cell 4790001892

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 2 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.07

lower = more alike (weighted)

The twins, closest first

#1 · Parbhanicell 4890003992

distance 0.07 · cross-district

#2 · Parbhanicell 4890004164

distance 0.081 · cross-district

#3 · Parbhanicell 4890004568

distance 0.084 · cross-district

#4 · Parbhanicell 4890004428

distance 0.086 · cross-district

#5 · Parbhanicell 4890004330

distance 0.093 · cross-district

#6 · Parbhanicell 4890004280

distance 0.098 · cross-district

#7 · Parbhanicell 4890004230

distance 0.099 · cross-district

#8 · Jalnacell 4790001579

distance 0.103

#9 · Parbhanicell 4890004163

distance 0.106 · cross-district

#10 · Parbhanicell 4890004047

distance 0.106 · cross-district

#11 · Parbhanicell 4890004370

distance 0.108 · cross-district

#12 · Parbhanicell 4890004567

distance 0.11 · cross-district

#13 · Parbhanicell 4890004372

distance 0.11 · cross-district

#14 · Jalnacell 4790001893

distance 0.11

#15 · Parbhanicell 4890004185

distance 0.111 · cross-district

#16 · Parbhanicell 4890004126

distance 0.115 · cross-district

#17 · Parbhanicell 4890003923

distance 0.115 · cross-district

#18 · Parbhanicell 4890003676

distance 0.116 · 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":4790001892}}}'

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.