Bhārata Strata · Maharashtra · Hingoli · morphological twins

Places like cell 4770002608

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 9 distinct districts

Index confidence

0.9

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.398

lower = more alike (weighted)

The twins, closest first

#1 · Hingolicell 4770001787

distance 0.398

#2 · Nagpurcell 4840001400

distance 0.422 · cross-district

#3 · Nagpurcell 4840007526

distance 0.425 · cross-district

#4 · Parbhanicell 4890005324

distance 0.426 · cross-district

#5 · Sataracell 4940003604

distance 0.432 · cross-district

#6 · Buldhanacell 4720001307

distance 0.441 · cross-district

#7 · Punecell 4900003103

distance 0.446 · cross-district

#8 · Nagpurcell 4840007806

distance 0.459 · cross-district

#9 · Sataracell 4940002471

distance 0.46 · cross-district

#10 · Nandurbarcell 4860005051

distance 0.463 · cross-district

#11 · Buldhanacell 4720001305

distance 0.471 · cross-district

#12 · Sataracell 4940001540

distance 0.473 · cross-district

#13 · Solapurcell 4960009368

distance 0.478 · cross-district

#14 · Buldhanacell 4720001364

distance 0.48 · cross-district

#15 · Hingolicell 4770002609

distance 0.482

#16 · Punecell 4900003102

distance 0.486 · cross-district

#17 · Kolhapurcell 4800006496

distance 0.49 · cross-district

#18 · Sataracell 4940002810

distance 0.497 · 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":4770002608}}}'

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.