Bhārata Strata · Maharashtra · Hingoli · morphological twins

Places like cell 4770002545

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 14 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.435

lower = more alike (weighted)

The twins, closest first

#1 · Beedcell 4700001561

distance 0.435 · cross-district

#2 · Solapurcell 4960004227

distance 0.527 · cross-district

#3 · Sanglicell 4930003407

distance 0.529 · cross-district

#4 · Akolacell 4670001015

distance 0.534 · cross-district

#5 · Bhandaracell 4710002022

distance 0.537 · cross-district

#6 · Chhatrapati Sambhajinagarcell 4690005260

distance 0.539 · cross-district

#7 · Jalnacell 4790001021

distance 0.545 · cross-district

#8 · Parbhanicell 4890005399

distance 0.549 · cross-district

#9 · Nagpurcell 4840001284

distance 0.566 · cross-district

#10 · Solapurcell 4960004078

distance 0.575 · cross-district

#11 · Sataracell 4940005333

distance 0.576 · cross-district

#12 · Gondiacell 4760002360

distance 0.584 · cross-district

#13 · Punecell 4900006507

distance 0.589 · cross-district

#14 · Jalgaoncell 4780004616

distance 0.589 · cross-district

#15 · Dharashivcell 4880000373

distance 0.59 · cross-district

#16 · Bhandaracell 4710002340

distance 0.597 · cross-district

#17 · Nagpurcell 4840001480

distance 0.597 · cross-district

#18 · Nagpurcell 4840002762

distance 0.599 · 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":4770002545}}}'

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.