Bhārata Strata · Maharashtra · Jalna · morphological twins

Places like cell 4790001484

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 1 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.059

lower = more alike (weighted)

The twins, closest first

#1 · Jalnacell 4790000823

distance 0.059

#2 · Jalnacell 4790000621

distance 0.06

#3 · Jalnacell 4790001401

distance 0.062

#4 · Jalnacell 4790001046

distance 0.065

#5 · Jalnacell 4790001562

distance 0.068

#6 · Jalnacell 4790000487

distance 0.068

#7 · Jalnacell 4790000890

distance 0.07

#8 · Jalnacell 4790001325

distance 0.074

#9 · Jalnacell 4790000765

distance 0.074

#10 · Jalnacell 4790000553

distance 0.076

#11 · Jalnacell 4790000833

distance 0.076

#12 · Jalnacell 4790000889

distance 0.079

#13 · Jalnacell 4790001104

distance 0.079

#14 · Jalnacell 4790001331

distance 0.082

#15 · Jalnacell 4790000425

distance 0.083

#16 · Jalnacell 4790001400

distance 0.083

#17 · Jalnacell 4790000221

distance 0.083

#18 · Jalnacell 4790000835

distance 0.085

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":4790001484}}}'

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.