Bhārata Strata · Maharashtra · Hingoli · morphological twins

Places like cell 4770002979

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 7 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.149

lower = more alike (weighted)

The twins, closest first

#1 · Hingolicell 4770003055

distance 0.149

#2 · Nagpurcell 4840008632

distance 0.24 · cross-district

#3 · Hingolicell 4770002896

distance 0.241

#4 · Parbhanicell 4890005325

distance 0.247 · cross-district

#5 · Jalgaoncell 4780004387

distance 0.259 · cross-district

#6 · Hingolicell 4770002602

distance 0.263

#7 · Parbhanicell 4890005417

distance 0.268 · cross-district

#8 · Amravaticell 4680005068

distance 0.27 · cross-district

#9 · Hingolicell 4770001730

distance 0.273

#10 · Hingolicell 4770002967

distance 0.278

#11 · Hingolicell 4770002736

distance 0.28

#12 · Jalgaoncell 4780006662

distance 0.282 · cross-district

#13 · Hingolicell 4770003127

distance 0.291

#14 · Amravaticell 4680006926

distance 0.294 · cross-district

#15 · Hingolicell 4770002465

distance 0.294

#16 · Amravaticell 4680001753

distance 0.296 · cross-district

#17 · Buldhanacell 4720004954

distance 0.297 · cross-district

#18 · Jalnacell 4790001283

distance 0.297 · 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":4770002979}}}'

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.