Bhārata Strata · Maharashtra · Amravati · morphological twins

Places like cell 4680004498

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

0.03

lower = more alike (weighted)

The twins, closest first

#1 · Amravaticell 4680004409

distance 0.03

#2 · Amravaticell 4680004308

distance 0.062

#3 · Amravaticell 4680004499

distance 0.066

#4 · Amravaticell 4680003823

distance 0.083

#5 · Amravaticell 4680004019

distance 0.084

#6 · Amravaticell 4680004025

distance 0.086

#7 · Amravaticell 4680003528

distance 0.087

#8 · Amravaticell 4680003624

distance 0.087

#9 · Amravaticell 4680003145

distance 0.088

#10 · Amravaticell 4680002949

distance 0.089

#11 · Amravaticell 4680003522

distance 0.091

#12 · Amravaticell 4680003426

distance 0.092

#13 · Amravaticell 4680003821

distance 0.092

#14 · Amravaticell 4680003740

distance 0.092

#15 · Amravaticell 4680002841

distance 0.094

#16 · Amravaticell 4680004785

distance 0.094

#17 · Amravaticell 4680003932

distance 0.095

#18 · Amravaticell 4680003929

distance 0.096

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":4680004498}}}'

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.