Bhārata Strata · Maharashtra · Bhandara · morphological twins

Places like cell 4710001799

The MH-36 locality cells most similar to this Bhandara 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 2 distinct districts

Index confidence

0.93

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.184

lower = more alike (weighted)

The twins, closest first

#1 · Amravaticell 4680008749

distance 0.184 · cross-district

#2 · Amravaticell 4680008226

distance 0.198 · cross-district

#3 · Amravaticell 4680008741

distance 0.199 · cross-district

#4 · Amravaticell 4680008111

distance 0.201 · cross-district

#5 · Amravaticell 4680007865

distance 0.201 · cross-district

#6 · Amravaticell 4680008753

distance 0.202 · cross-district

#7 · Amravaticell 4680008845

distance 0.204 · cross-district

#8 · Amravaticell 4680008745

distance 0.204 · cross-district

#9 · Amravaticell 4680008663

distance 0.208 · cross-district

#10 · Bhandaracell 4710001594

distance 0.213

#11 · Amravaticell 4680009296

distance 0.213 · cross-district

#12 · Amravaticell 4680009684

distance 0.215 · cross-district

#13 · Amravaticell 4680008738

distance 0.216 · cross-district

#14 · Amravaticell 4680008752

distance 0.217 · cross-district

#15 · Amravaticell 4680008842

distance 0.217 · cross-district

#16 · Amravaticell 4680008229

distance 0.219 · cross-district

#17 · Amravaticell 4680008742

distance 0.22 · cross-district

#18 · Amravaticell 4680008832

distance 0.22 · 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":471,"cluster_id":4710001799}}}'

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.