Bhārata Strata · Maharashtra · Amravati · morphological twins

Places like cell 4680004371

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

0.064

lower = more alike (weighted)

The twins, closest first

#1 · Amravaticell 4680005923

distance 0.064

#2 · Amravaticell 4680004466

distance 0.087

#3 · Amravaticell 4680005046

distance 0.092

#4 · Amravaticell 4680004370

distance 0.092

#5 · Amravaticell 4680005406

distance 0.093

#6 · Amravaticell 4680004754

distance 0.096

#7 · Amravaticell 4680004472

distance 0.1

#8 · Amravaticell 4680004761

distance 0.111

#9 · Amravaticell 4680004372

distance 0.119

#10 · Amravaticell 4680005526

distance 0.12

#11 · Amravaticell 4680005925

distance 0.121

#12 · Amravaticell 4680005530

distance 0.126

#13 · Amravaticell 4680002500

distance 0.129

#14 · Amravaticell 4680002082

distance 0.13

#15 · Amravaticell 4680000479

distance 0.132

#16 · Amravaticell 4680003796

distance 0.139

#17 · Amravaticell 4680006614

distance 0.142

#18 · Amravaticell 4680005043

distance 0.143

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":4680004371}}}'

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.