Bhārata Strata · Maharashtra · Amravati · morphological twins

Places like cell 4680002821

The MH-36 locality cells most similar to this Amravati 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

0.93

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.034

lower = more alike (weighted)

The twins, closest first

#1 · Amravaticell 4680003702

distance 0.034

#2 · Amravaticell 4680002720

distance 0.053

#3 · Amravaticell 4680004095

distance 0.057

#4 · Amravaticell 4680002201

distance 0.058

#5 · Amravaticell 4680003711

distance 0.059

#6 · Amravaticell 4680003405

distance 0.067

#7 · Amravaticell 4680003505

distance 0.069

#8 · Amravaticell 4680003206

distance 0.074

#9 · Amravaticell 4680003114

distance 0.074

#10 · Amravaticell 4680002909

distance 0.075

#11 · Amravaticell 4680003713

distance 0.076

#12 · Amravaticell 4680003811

distance 0.076

#13 · Amravaticell 4680003511

distance 0.077

#14 · Amravaticell 4680003998

distance 0.078

#15 · Amravaticell 4680002516

distance 0.081

#16 · Amravaticell 4680003016

distance 0.084

#17 · Amravaticell 4680001864

distance 0.085

#18 · Amravaticell 4680003809

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":468,"cluster_id":4680002821}}}'

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.