Bhārata Strata · Maharashtra · Jalna · morphological twins

Places like cell 4790004178

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 3 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.093

lower = more alike (weighted)

The twins, closest first

#1 · Parbhanicell 4890004697

distance 0.093 · cross-district

#2 · Parbhanicell 4890004975

distance 0.094 · cross-district

#3 · Jalnacell 4790003495

distance 0.102

#4 · Jalnacell 4790003844

distance 0.11

#5 · Parbhanicell 4890004338

distance 0.113 · cross-district

#6 · Jalnacell 4790004103

distance 0.113

#7 · Parbhanicell 4890005440

distance 0.113 · cross-district

#8 · Jalnacell 4790002735

distance 0.123

#9 · Parbhanicell 4890004542

distance 0.124 · cross-district

#10 · Parbhanicell 4890004632

distance 0.129 · cross-district

#11 · Parbhanicell 4890004976

distance 0.129 · cross-district

#12 · Jalnacell 4790002729

distance 0.129

#13 · Parbhanicell 4890004714

distance 0.13 · cross-district

#14 · Jalnacell 4790003327

distance 0.13

#15 · Jalnacell 4790003240

distance 0.131

#16 · Buldhanacell 4720000034

distance 0.131 · cross-district

#17 · Jalnacell 4790004181

distance 0.132

#18 · Parbhanicell 4890005270

distance 0.132 · 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":4790004178}}}'

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.