Bhārata Strata · Maharashtra · Parbhani · morphological twins

Places like cell 4890001145

The MH-36 locality cells most similar to this Parbhani 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 11 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.32

lower = more alike (weighted)

The twins, closest first

#1 · Buldhanacell 4720007609

distance 0.32 · cross-district

#2 · Ahmednagarcell 4660009065

distance 0.324 · cross-district

#3 · Ahmednagarcell 4660002447

distance 0.346 · cross-district

#4 · Solapurcell 4960005295

distance 0.353 · cross-district

#5 · Solapurcell 4960003385

distance 0.358 · cross-district

#6 · Jalgaoncell 4780003389

distance 0.36 · cross-district

#7 · Solapurcell 4960005745

distance 0.363 · cross-district

#8 · Nandedcell 4850002599

distance 0.365 · cross-district

#9 · Jalnacell 4790000847

distance 0.368 · cross-district

#10 · Beedcell 4700007551

distance 0.372 · cross-district

#11 · Buldhanacell 4720002512

distance 0.372 · cross-district

#12 · Dharashivcell 4880003415

distance 0.379 · cross-district

#13 · Sanglicell 4930000102

distance 0.382 · cross-district

#14 · Buldhanacell 4720003016

distance 0.383 · cross-district

#15 · Ahmednagarcell 4660010277

distance 0.384 · cross-district

#16 · Sanglicell 4930002202

distance 0.385 · cross-district

#17 · Punecell 4900001226

distance 0.387 · cross-district

#18 · Yavatmalcell 5000004005

distance 0.387 · 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":489,"cluster_id":4890001145}}}'

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.