Bhārata Strata · Maharashtra · Buldhana · morphological twins

Places like cell 4720004891

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 8 distinct districts

Index confidence

0.94

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.157

lower = more alike (weighted)

The twins, closest first

#1 · Buldhanacell 4720005929

distance 0.157

#2 · Jalgaoncell 4780006084

distance 0.159 · cross-district

#3 · Jalgaoncell 4780007252

distance 0.185 · cross-district

#4 · Jalgaoncell 4780005512

distance 0.187 · cross-district

#5 · Jalgaoncell 4780006852

distance 0.194 · cross-district

#6 · Jalgaoncell 4780005958

distance 0.196 · cross-district

#7 · Parbhanicell 4890005445

distance 0.2 · cross-district

#8 · Amravaticell 4680005391

distance 0.205 · cross-district

#9 · Amravaticell 4680004372

distance 0.205 · cross-district

#10 · Solapurcell 4960010306

distance 0.207 · cross-district

#11 · Wardhacell 4980000154

distance 0.209 · cross-district

#12 · Jalgaoncell 4780002872

distance 0.21 · cross-district

#13 · Jalgaoncell 4780002581

distance 0.212 · cross-district

#14 · Wardhacell 4980003533

distance 0.212 · cross-district

#15 · Jalgaoncell 4780005009

distance 0.213 · cross-district

#16 · Nagpurcell 4840003665

distance 0.214 · cross-district

#17 · Akolacell 4670004663

distance 0.214 · cross-district

#18 · Jalgaoncell 4780004281

distance 0.215 · 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":4720004891}}}'

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.