Bhārata Strata · Maharashtra · Hingoli · morphological twins

Places like cell 4770002308

The MH-36 locality cells most similar to this Hingoli 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 12 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.468

lower = more alike (weighted)

The twins, closest first

#1 · Parbhanicell 4890003011

distance 0.468 · cross-district

#2 · Buldhanacell 4720006370

distance 0.485 · cross-district

#3 · Akolacell 4670003947

distance 0.529 · cross-district

#4 · Hingolicell 4770002310

distance 0.54

#5 · Amravaticell 4680002337

distance 0.547 · cross-district

#6 · Bhandaracell 4710002188

distance 0.55 · cross-district

#7 · Nagpurcell 4840003377

distance 0.552 · cross-district

#8 · Jalgaoncell 4780006240

distance 0.559 · cross-district

#9 · Chandrapurcell 4730002512

distance 0.561 · cross-district

#10 · Amravaticell 4680009168

distance 0.561 · cross-district

#11 · Nashikcell 4870004093

distance 0.567 · cross-district

#12 · Buldhanacell 4720001708

distance 0.57 · cross-district

#13 · Nashikcell 4870002336

distance 0.576 · cross-district

#14 · Sataracell 4940004719

distance 0.578 · cross-district

#15 · Nagpurcell 4840004393

distance 0.58 · cross-district

#16 · Gondiacell 4760003625

distance 0.58 · cross-district

#17 · Buldhanacell 4720003020

distance 0.582 · cross-district

#18 · Amravaticell 4680002172

distance 0.583 · 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":477,"cluster_id":4770002308}}}'

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.