Bhārata Strata · Maharashtra · Buldhana · morphological twins

Places like cell 4720004232

The MH-36 locality cells most similar to this Buldhana 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 10 distinct districts

Index confidence

0.9

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.897

lower = more alike (weighted)

The twins, closest first

#1 · Punecell 4900009606

distance 0.897 · cross-district

#2 · Nagpurcell 4840003777

distance 0.955 · cross-district

#3 · Buldhanacell 4720006622

distance 0.958

#4 · Nandedcell 4850005197

distance 0.992 · cross-district

#5 · Nashikcell 4870010977

distance 1.005 · cross-district

#6 · Bhandaracell 4710002186

distance 1.005 · cross-district

#7 · Punecell 4900008507

distance 1.006 · cross-district

#8 · Dhulecell 4740000675

distance 1.02 · cross-district

#9 · Amravaticell 4680004696

distance 1.034 · cross-district

#10 · Ahmednagarcell 4660005689

distance 1.035 · cross-district

#11 · Nashikcell 4870003233

distance 1.035 · cross-district

#12 · Nashikcell 4870002607

distance 1.038 · cross-district

#13 · Punecell 4900009607

distance 1.045 · cross-district

#14 · Ahmednagarcell 4660012305

distance 1.047 · cross-district

#15 · Chandrapurcell 4730003247

distance 1.055 · cross-district

#16 · Nashikcell 4870003098

distance 1.06 · cross-district

#17 · Punecell 4900002011

distance 1.069 · cross-district

#18 · Nashikcell 4870003232

distance 1.072 · 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":472,"cluster_id":4720004232}}}'

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.