Bhārata Strata · Maharashtra · Jalna · morphological twins

Places like cell 4790004103

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

0.058

lower = more alike (weighted)

The twins, closest first

#1 · Parbhanicell 4890004976

distance 0.058 · cross-district

#2 · Jalnacell 4790003750

distance 0.074

#3 · Jalnacell 4790003495

distance 0.084

#4 · Parbhanicell 4890004338

distance 0.09 · cross-district

#5 · Jalnacell 4790003844

distance 0.092

#6 · Parbhanicell 4890005337

distance 0.092 · cross-district

#7 · Jalnacell 4790004104

distance 0.094

#8 · Parbhanicell 4890004975

distance 0.096 · cross-district

#9 · Parbhanicell 4890003624

distance 0.102 · cross-district

#10 · Jalnacell 4790002651

distance 0.102

#11 · Jalnacell 4790003156

distance 0.105

#12 · Jalnacell 4790003243

distance 0.106

#13 · Parbhanicell 4890003625

distance 0.11 · cross-district

#14 · Parbhanicell 4890005282

distance 0.111 · cross-district

#15 · Jalnacell 4790003327

distance 0.111

#16 · Jalnacell 4790002482

distance 0.112

#17 · Jalnacell 4790004178

distance 0.113

#18 · Parbhanicell 4890003747

distance 0.115 · 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":4790004103}}}'

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.